Estonian Land Board data

Available via www.maaamet.ee. API can be accessed programmatically using html requests. One can use “rvest” package. Please have a look at “R/maaamet.R” script in rstats-tartu/datasets repo. Returns html, but that ok too. Html results need little wrangling to get table.

Data that can be downloaded are number of transactions and price summaries per property size, and type for different time periods. Price info is given for data splits with more than 5 transactions.

Load dataset

##  Check if file is alredy downloaded 
if(!file.exists("data/transactions_residential_apartments.csv")){
  url <- "https://raw.githubusercontent.com/rstats-tartu/datasets/master/transactions_residential_apartments.csv"
  
  ## Check if data folder is present
  if(!dir.exists("data")){
    dir.create("data")
  }
  ## Download file to data folder
  download.file(url, "data/transactions_residential_apartments.csv")
}

Import

library(tidyverse)
## Loading tidyverse: ggplot2
## Loading tidyverse: tibble
## Loading tidyverse: tidyr
## Loading tidyverse: readr
## Loading tidyverse: purrr
## Loading tidyverse: dplyr
## Conflicts with tidy packages ----------------------------------------------
## filter(): dplyr, stats
## lag():    dplyr, stats
library(lubridate)
## 
## Attaching package: 'lubridate'
## The following object is masked from 'package:base':
## 
##     date
library(stringr)
# Please try broom from GitHub as CRAN version may give obscure warning
# with augment
# devtools::install_github("dgrtwo/broom")
library(broom)
library(viridis)
## Loading required package: viridisLite
apartments <- read_csv("data/transactions_residential_apartments.csv")
## Parsed with column specification:
## cols(
##   year = col_integer(),
##   month = col_character(),
##   county = col_character(),
##   area = col_character(),
##   transactions = col_integer(),
##   area_total = col_double(),
##   area_mean = col_double(),
##   price_total = col_integer(),
##   price_min = col_double(),
##   price_max = col_double(),
##   price_unit_area_min = col_double(),
##   price_unit_area_max = col_double(),
##   price_unit_area_median = col_double(),
##   price_unit_area_mean = col_double(),
##   price_unit_area_sd = col_double(),
##   title = col_character(),
##   subtitle = col_character()
## )
## Warning in rbind(names(probs), probs_f): number of columns of result is not
## a multiple of vector length (arg 1)
## Warning: 31 parsing failures.
## row # A tibble: 5 x 5 col     row         col               expected actual expected   <int>       <chr>                  <chr>  <chr> actual 1 11495 price_total no trailing characters     e3 file 2 11504 price_total no trailing characters     e3 row 3 11512 price_total no trailing characters     e3 col 4 11513 price_total no trailing characters     e3 expected 5 11573 price_total no trailing characters     e3 actual # ... with 1 more variables: file <chr>
## ... ................. ... ................................................. ........ ................................................. ...... ................................................. .... ................................................. ... ................................................. ... ................................................. ........ ................................................. ...... .......................................
## See problems(...) for more details.
apartments <- apartments %>% 
  mutate(date = ymd(str_c(year, month, 1, sep = "-"))) %>% 
  select(date, everything())
harju <- apartments %>% filter(str_detect(county, "Harju"))
harju
## # A tibble: 890 x 18
##          date  year month        county      area transactions area_total
##        <date> <int> <chr>         <chr>     <chr>        <int>      <dbl>
##  1 2005-01-01  2005   Jan Harju maakond  10-29,99           65     1418.8
##  2 2005-01-01  2005   Jan Harju maakond  30-40,99          155     5431.5
##  3 2005-01-01  2005   Jan Harju maakond  41-54,99          253    12043.8
##  4 2005-01-01  2005   Jan Harju maakond  55-69,99          230    14515.9
##  5 2005-01-01  2005   Jan Harju maakond 70-249,99          118    10905.0
##  6 2005-02-01  2005   Feb Harju maakond  10-29,99           63     1340.2
##  7 2005-02-01  2005   Feb Harju maakond  30-40,99          175     6125.2
##  8 2005-02-01  2005   Feb Harju maakond  41-54,99          257    12233.8
##  9 2005-02-01  2005   Feb Harju maakond  55-69,99          249    15659.0
## 10 2005-02-01  2005   Feb Harju maakond 70-249,99          174    15926.1
## # ... with 880 more rows, and 11 more variables: area_mean <dbl>,
## #   price_total <int>, price_min <dbl>, price_max <dbl>,
## #   price_unit_area_min <dbl>, price_unit_area_max <dbl>,
## #   price_unit_area_median <dbl>, price_unit_area_mean <dbl>,
## #   price_unit_area_sd <dbl>, title <chr>, subtitle <chr>

Strategy

  • Start with single unit and identify interesting pattern

  • Summarise pattern with model

  • Apply model to all units

  • Look for units that don’t fit pattern

  • Summarise with single model

First glimpse

Plot number of transactions per year for Harju county and add smooth line.

p <- ggplot(harju, aes(factor(year), transactions, group = area, color = area)) +
  geom_point() +
  geom_smooth(method = 'loess') +
  facet_wrap(~county, scales = "free_y") +
  labs(
    y = "Transactions",
    x = "Year"
  ) +
  scale_color_viridis(discrete = TRUE)
p

Mean price per unit area:

## Add date 
p <- harju %>%
  ggplot(aes(date, price_unit_area_mean, group = area, color = area)) +
  geom_line() +
  geom_vline(xintercept = ymd("2008-09-15"), linetype = 2) +
  labs(title = "Transactions with residential apartments",
       subtitle = "Harju county",
       x = "Date",
       y = bquote(Mean~price~(eur/m^2)),
       caption = str_c("Source: Estonian Land Board, transactions database.\nDashed line, the collapse of the investment bank\nLehman Brothers on Sep 15, 2008.")) +
  scale_color_viridis(discrete = TRUE, name = bquote(Apartment~size~m^2))
p

Adjust mean price to changes in consumer index:

download.file("https://raw.githubusercontent.com/rstats-tartu/datasets/master/consumer_index.csv",
              "data/consumer_index.csv")
consumer_index <- read_csv("data/consumer_index.csv")
## Warning: Missing column names filled in: 'X1' [1]
## Parsed with column specification:
## cols(
##   X1 = col_integer(),
##   year = col_integer(),
##   Jan = col_double(),
##   Feb = col_double(),
##   Mar = col_double(),
##   Apr = col_double(),
##   May = col_double(),
##   Jun = col_double(),
##   Jul = col_double(),
##   Aug = col_double(),
##   Sep = col_double(),
##   Oct = col_double(),
##   Nov = col_double(),
##   Dec = col_double()
## )
consumer_index
## # A tibble: 22 x 14
##       X1  year   Jan   Feb   Mar   Apr   May    Jun    Jul    Aug    Sep
##    <int> <int> <dbl> <dbl> <dbl> <dbl> <dbl>  <dbl>  <dbl>  <dbl>  <dbl>
##  1     1  1996 61.86 63.84 64.90 66.02 66.35  66.74  66.94  66.28  66.55
##  2     2  1997 68.59 69.05 69.58 70.63 71.95  72.42  72.68  73.01  73.34
##  3     3  1998 76.50 77.23 77.89 78.22 78.48  78.68  79.14  79.01  78.88
##  4     4  1999 79.93 80.13 80.46 80.73 80.99  80.92  80.99  80.86  80.86
##  5     5  2000 82.37 82.44 83.03 83.10 83.23  83.50  84.29  84.35  84.68
##  6     6  2001 87.06 87.32 87.72 88.31 88.84  89.04  89.23  89.30  89.50
##  7     7  2002 90.75 91.28 91.54 92.33 92.53  92.46  92.14  91.74  91.87
##  8     8  2003 93.06 93.32 93.52 93.39 93.19  92.86  92.99  92.99  93.26
##  9     9  2004 93.65 93.85 94.18 94.77 96.62  96.95  96.69  96.62  96.82
## 10    10  2005 97.54 98.14 98.73 99.19 99.39 100.05 100.45 100.71 101.57
## # ... with 12 more rows, and 3 more variables: Oct <dbl>, Nov <dbl>,
## #   Dec <dbl>
## check if 2005 is 100%
consumer_index[10, 3:14] %>% rowMeans()
## [1] 100
divide_by_100 <- function(x) {
  x/100
  }
consumer_index <- consumer_index %>% 
  select(-X1) %>% 
  gather(key = month, value = consumerindex, -year) %>% 
  mutate_at("consumerindex", divide_by_100)
consumer_index
## # A tibble: 264 x 3
##     year month consumerindex
##    <int> <chr>         <dbl>
##  1  1996   Jan        0.6186
##  2  1997   Jan        0.6859
##  3  1998   Jan        0.7650
##  4  1999   Jan        0.7993
##  5  2000   Jan        0.8237
##  6  2001   Jan        0.8706
##  7  2002   Jan        0.9075
##  8  2003   Jan        0.9306
##  9  2004   Jan        0.9365
## 10  2005   Jan        0.9754
## # ... with 254 more rows

Join apartments and consumer index data:

apartments <- left_join(apartments, consumer_index, by = c("year", "month"))

Select harju county data:

harju_ci <- filter(apartments, str_detect(county, "Harju"))
harju_ci
## # A tibble: 890 x 19
##          date  year month        county      area transactions area_total
##        <date> <int> <chr>         <chr>     <chr>        <int>      <dbl>
##  1 2005-01-01  2005   Jan Harju maakond  10-29,99           65     1418.8
##  2 2005-01-01  2005   Jan Harju maakond  30-40,99          155     5431.5
##  3 2005-01-01  2005   Jan Harju maakond  41-54,99          253    12043.8
##  4 2005-01-01  2005   Jan Harju maakond  55-69,99          230    14515.9
##  5 2005-01-01  2005   Jan Harju maakond 70-249,99          118    10905.0
##  6 2005-02-01  2005   Feb Harju maakond  10-29,99           63     1340.2
##  7 2005-02-01  2005   Feb Harju maakond  30-40,99          175     6125.2
##  8 2005-02-01  2005   Feb Harju maakond  41-54,99          257    12233.8
##  9 2005-02-01  2005   Feb Harju maakond  55-69,99          249    15659.0
## 10 2005-02-01  2005   Feb Harju maakond 70-249,99          174    15926.1
## # ... with 880 more rows, and 12 more variables: area_mean <dbl>,
## #   price_total <int>, price_min <dbl>, price_max <dbl>,
## #   price_unit_area_min <dbl>, price_unit_area_max <dbl>,
## #   price_unit_area_median <dbl>, price_unit_area_mean <dbl>,
## #   price_unit_area_sd <dbl>, title <chr>, subtitle <chr>,
## #   consumerindex <dbl>
harju_ci <- harju_ci %>% 
  mutate(pua_mean_ci = price_unit_area_mean / consumerindex)

Price per m^2 after consumer index adjustment:

harju_ci %>%
  ggplot(aes(date, pua_mean_ci, group = area, color = area)) +
  geom_line() +
  geom_vline(xintercept = ymd("2008-09-15"), linetype = 2) +
  labs(title = "Transactions with residential apartments",
       subtitle = "Harju county",
       x = "Date",
       y = "Consumer index corrected mean price\nrelative to 2005 (eur/m^2)",
       caption = str_c("Source: Estonian Land Board, transactions database.\nDashed line, the collapse of the investment bank\nLehman Brothers on Sep 15, 2008.")) +
  scale_color_viridis(discrete = TRUE, name = bquote(Apartment~size~m^2))

Seasonal pattern

Seasonal pattern in number of transactions? Mean price eur/m^2 per month:

## Note that we are rearranging x axis using R builtin vector of month names
p <- harju %>%
  ggplot(aes(factor(month, levels = month.abb), transactions, group = year)) +
  geom_line(alpha = 0.3) +
  geom_vline(xintercept = ymd("2008-09-15"), linetype = 2) +
  facet_wrap(~ area, scales = "free_y") +
  labs(title = "Seasonal trend in number of transactions\nwith residential apartments",
       subtitle = "Harju county",
       x = "Month",
       y = "Transactions",
       caption = "Source: Estonian Land Board, transactions database.") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))
p

Add trendline per month. Fit linear model per month for each apartment size class. augment() function from “broom” library adds fitted values and residuals to the original data. We can use this to overlay model fit to our data.

predicted_transa <- harju %>% 
  lm(transactions ~ month + area, data = .) %>%
  augment() # broom
predicted_transa %>% 
  arrange(desc(.cooksd)) %>% 
  dplyr::select(.cooksd, everything())
##          .cooksd transactions month      area   .fitted  .se.fit
## 1   2.159508e-02          530   Nov  41-54,99 258.50064 8.840215
## 2   1.811853e-02          512   Oct  41-54,99 256.50921 8.613145
## 3   1.785884e-02          461   Nov  55-69,99 214.10177 8.840215
## 4   1.776184e-02          457   Dec  55-69,99 210.77319 8.840215
## 5   1.653771e-02          492   Aug  41-54,99 247.90921 8.613145
## 6   1.528834e-02          443   Sep  55-69,99 208.31034 8.613145
## 7   1.467802e-02          447   Jan  41-54,99 217.04255 8.613145
## 8   1.417169e-02          417   Jun  55-69,99 191.04367 8.613145
## 9   1.411509e-02          478   Nov  41-54,99 258.50064 8.840215
## 10  1.364685e-02          471   Dec  41-54,99 255.17207 8.840215
## 11  1.337227e-02          476   Oct  41-54,99 256.50921 8.613145
## 12  1.334791e-02          472   Sep  41-54,99 252.70921 8.613145
## 13  1.312955e-02          421   Aug  55-69,99 203.51034 8.613145
## 14  1.211174e-02          421   Oct  55-69,99 212.11034 8.613145
## 15  1.149677e-02          457   Mar  41-54,99 253.48255 8.613145
## 16  1.097986e-02          411   Oct  55-69,99 212.11034 8.613145
## 17  1.001989e-02          398   May  55-69,99 208.00367 8.613145
## 18  9.417474e-03          380   Jul  55-69,99 195.80367 8.613145
## 19  9.173775e-03          422   Jul  41-54,99 240.20255 8.613145
## 20  8.852306e-03          429   Dec  41-54,99 255.17207 8.840215
## 21  8.803501e-03          426   Aug  41-54,99 247.90921 8.613145
## 22  8.731038e-03          350   Jan  55-69,99 172.64367 8.613145
## 23  8.264945e-03          408   Jun  41-54,99 235.44255 8.613145
## 24  8.080781e-03          420   Apr  41-54,99 249.37588 8.613145
## 25  7.920489e-03          334   Oct  30-40,99 165.07663 8.613145
## 26  7.430765e-03          323   Dec  30-40,99 163.73949 8.840215
## 27  7.248390e-03          414   May  41-54,99 252.40255 8.613145
## 28  7.151827e-03          414   Mar  41-54,99 253.48255 8.613145
## 29  6.971647e-03           95   Mar  41-54,99 253.48255 8.613145
## 30  6.892520e-03          339   Dec 70-249,99 185.61589 8.840215
## 31  6.848922e-03          367   Nov  55-69,99 214.10177 8.840215
## 32  6.788902e-03          363   Dec  55-69,99 210.77319 8.840215
## 33  6.508989e-03          338   Nov 70-249,99 188.94446 8.840215
## 34  6.405919e-03          361   Mar  55-69,99 209.08367 8.613145
## 35  6.379055e-03          404   May  41-54,99 252.40255 8.613145
## 36  6.202219e-03          113   Nov  41-54,99 258.50064 8.840215
## 37  6.165430e-03          377   Feb  41-54,99 227.96255 8.613145
## 38  6.121802e-03          108   Oct  41-54,99 256.50921 8.613145
## 39  6.113012e-03          104   May  41-54,99 252.40255 8.613145
## 40  5.818837e-03          308   Nov  30-40,99 167.06806 8.840215
## 41  5.673056e-03           85   Feb  41-54,99 227.96255 8.613145
## 42  5.619867e-03          395   Sep  41-54,99 252.70921 8.613145
## 43  5.511822e-03          350   Mar  55-69,99 209.08367 8.613145
## 44  5.496737e-03          302   Sep  30-40,99 161.27663 8.613145
## 45  5.481124e-03          297   Aug  30-40,99 156.47663 8.613145
## 46  5.242949e-03          321   Feb  55-69,99 183.56367 8.613145
## 47  5.238338e-03          112   Apr  41-54,99 249.37588 8.613145
## 48  5.212947e-03           80   Jan  41-54,99 217.04255 8.613145
## 49  5.091934e-03          100   Jun  41-54,99 235.44255 8.613145
## 50  5.035482e-03          343   Sep  55-69,99 208.31034 8.613145
## 51  4.904324e-03          315   Dec 70-249,99 185.61589 8.840215
## 52  4.836648e-03           76   May  55-69,99 208.00367 8.613145
## 53  4.756779e-03          117   Aug  41-54,99 247.90921 8.613145
## 54  4.659049e-03          365   Jun  41-54,99 235.44255 8.613145
## 55  4.655230e-03          315   Nov 70-249,99 188.94446 8.840215
## 56  4.618779e-03          337   May  55-69,99 208.00367 8.613145
## 57  4.334079e-03          342   Jan  41-54,99 217.04255 8.613145
## 58  4.269499e-03          329   Apr  55-69,99 204.97700 8.613145
## 59  4.202564e-03          310   Oct 70-249,99 186.95303 8.613145
## 60  4.141763e-03          305   May 70-249,99 182.84637 8.613145
## 61  4.134533e-03          309   Oct 70-249,99 186.95303 8.613145
## 62  4.125687e-03          331   Mar  55-69,99 209.08367 8.613145
## 63  4.002584e-03           89   Mar  55-69,99 209.08367 8.613145
## 64  3.886079e-03          140   Dec  41-54,99 255.17207 8.840215
## 65  3.801149e-03          322   Apr  55-69,99 204.97700 8.613145
## 66  3.614286e-03           98   Oct  55-69,99 212.11034 8.613145
## 67  3.605210e-03          278   Nov  30-40,99 167.06806 8.840215
## 68  3.594899e-03          100   Dec  55-69,99 210.77319 8.840215
## 69  3.571715e-03          297   Feb  55-69,99 183.56367 8.613145
## 70  3.512350e-03          316   Aug  55-69,99 203.51034 8.613145
## 71  3.505305e-03          295   Dec 70-249,99 185.61589 8.840215
## 72  3.505305e-03          295   Dec 70-249,99 185.61589 8.840215
## 73  3.396817e-03          360   Apr  41-54,99 249.37588 8.613145
## 74  3.394945e-03          269   Feb 70-249,99 158.40637 8.613145
## 75  3.353055e-03          138   Aug  41-54,99 247.90921 8.613145
## 76  3.334060e-03          362   May  41-54,99 252.40255 8.613145
## 77  3.322212e-03          143   May  41-54,99 252.40255 8.613145
## 78  3.293174e-03          274   Oct  30-40,99 165.07663 8.613145
## 79  3.261003e-03          234   Jan  30-40,99 125.60996 8.613145
## 80  3.240546e-03          150   Dec  41-54,99 255.17207 8.840215
## 81  3.240128e-03          109   Jan  41-54,99 217.04255 8.613145
## 82  3.177307e-03          251   Jun  30-40,99 144.00996 8.613145
## 83  3.124121e-03          354   Aug  41-54,99 247.90921 8.613145
## 84  3.116573e-03          122   Feb  41-54,99 227.96255 8.613145
## 85  3.066836e-03          271   Jun 70-249,99 165.88637 8.613145
## 86  3.055919e-03           79   Mar 70-249,99 183.92637 8.613145
## 87  3.039474e-03           68   Jan  55-69,99 172.64367 8.613145
## 88  3.030121e-03          149   Mar  41-54,99 253.48255 8.613145
## 89  3.013902e-03          136   Jul  41-54,99 240.20255 8.613145
## 90  3.005082e-03           58   Mar  30-40,99 162.04996 8.613145
## 91  2.994572e-03          113   Nov  55-69,99 214.10177 8.840215
## 92  2.973929e-03          153   Oct  41-54,99 256.50921 8.613145
## 93  2.966272e-03          146   Apr  41-54,99 249.37588 8.613145
## 94  2.947983e-03          261   Apr  30-40,99 157.94330 8.613145
## 95  2.942599e-03          125   Feb  41-54,99 227.96255 8.613145
## 96  2.939958e-03          312   Mar  55-69,99 209.08367 8.613145
## 97  2.914515e-03          239   Feb  30-40,99 136.52996 8.613145
## 98  2.892179e-03           63   Oct  30-40,99 165.07663 8.613145
## 99  2.759581e-03          153   Sep  41-54,99 252.70921 8.613145
## 100 2.741731e-03           67   Dec  30-40,99 163.73949 8.840215
## 101 2.722522e-03          327   Feb  41-54,99 227.96255 8.613145
## 102 2.709663e-03          159   Dec  41-54,99 255.17207 8.840215
## 103 2.657463e-03          281   Sep 70-249,99 183.15303 8.613145
## 104 2.630879e-03          270   Jan  55-69,99 172.64367 8.613145
## 105 2.613948e-03          120   Jan  41-54,99 217.04255 8.613145
## 106 2.585736e-03          350   Mar  41-54,99 253.48255 8.613145
## 107 2.543364e-03          257   Sep  30-40,99 161.27663 8.613145
## 108 2.524932e-03          154   Apr  41-54,99 249.37588 8.613145
## 109 2.489757e-03          158   Sep  41-54,99 252.70921 8.613145
## 110 2.488949e-03          163   Dec  41-54,99 255.17207 8.840215
## 111 2.482111e-03           89   Feb  55-69,99 183.56367 8.613145
## 112 2.458370e-03          118   Oct  55-69,99 212.11034 8.613145
## 113 2.454888e-03           97   Jun  55-69,99 191.04367 8.613145
## 114 2.450330e-03          285   Jun  55-69,99 191.04367 8.613145
## 115 2.425680e-03          160   Mar  41-54,99 253.48255 8.613145
## 116 2.412594e-03          242   Jul  30-40,99 148.76996 8.613145
## 117 2.325894e-03          125   Nov  55-69,99 214.10177 8.840215
## 118 2.325073e-03          248   Aug  30-40,99 156.47663 8.613145
## 119 2.317689e-03          100   Nov 70-249,99 188.94446 8.840215
## 120 2.267846e-03          216   Jan  30-40,99 125.60996 8.613145
## 121 2.218566e-03          163   May  41-54,99 252.40255 8.613145
## 122 2.202768e-03          120   Mar  55-69,99 209.08367 8.613145
## 123 2.186175e-03          272   Dec 70-249,99 185.61589 8.840215
## 124 2.154896e-03          124   Oct  55-69,99 212.11034 8.613145
## 125 2.153101e-03          272   Mar 70-249,99 183.92637 8.613145
## 126 2.142142e-03          179   Aug  10-29,99  91.15079 8.613145
## 127 2.142032e-03          271   Sep 70-249,99 183.15303 8.613145
## 128 2.125593e-03          169   Oct  41-54,99 256.50921 8.613145
## 129 2.118012e-03           91   Aug 70-249,99 178.35303 8.613145
## 130 2.083911e-03          265   Aug 70-249,99 178.35303 8.613145
## 131 2.079907e-03           97   Feb  55-69,99 183.56367 8.613145
## 132 2.077686e-03          340   Mar  41-54,99 253.48255 8.613145
## 133 2.054342e-03          247   May  30-40,99 160.96996 8.613145
## 134 2.053083e-03          122   May  55-69,99 208.00367 8.613145
## 135 2.042664e-03          175   Nov  41-54,99 258.50064 8.840215
## 136 2.015012e-03          155   Jul  41-54,99 240.20255 8.613145
## 137 2.004358e-03          120   Apr  55-69,99 204.97700 8.613145
## 138 1.970172e-03          184   Oct  10-29,99  99.75079 8.613145
## 139 1.951376e-03           99   May 70-249,99 182.84637 8.613145
## 140 1.898523e-03          178   Nov  41-54,99 258.50064 8.840215
## 141 1.895796e-03           90   Jan  55-69,99 172.64367 8.613145
## 142 1.889684e-03          121   Aug  55-69,99 203.51034 8.613145
## 143 1.888141e-03           74   Aug  30-40,99 156.47663 8.613145
## 144 1.875329e-03          278   Jul  55-69,99 195.80367 8.613145
## 145 1.867428e-03          287   Apr  55-69,99 204.97700 8.613145
## 146 1.865014e-03           79   May  30-40,99 160.96996 8.613145
## 147 1.864366e-03          131   Dec  55-69,99 210.77319 8.840215
## 148 1.844306e-03          229   Jan 70-249,99 147.48637 8.613145
## 149 1.833563e-03          178   Mar  10-29,99  96.72412 8.613145
## 150 1.823350e-03          177   Sep  10-29,99  95.95079 8.613145
## 151 1.758447e-03          238   Feb 70-249,99 158.40637 8.613145
## 152 1.754913e-03          227   Jan 70-249,99 147.48637 8.613145
## 153 1.704057e-03          100   Aug 70-249,99 178.35303 8.613145
## 154 1.703793e-03          240   Dec  30-40,99 163.73949 8.840215
## 155 1.685549e-03          106   Mar 70-249,99 183.92637 8.613145
## 156 1.680938e-03          102   Apr 70-249,99 179.81970 8.613145
## 157 1.645556e-03          285   May  55-69,99 208.00367 8.613145
## 158 1.637331e-03          119   Jul  55-69,99 195.80367 8.613145
## 159 1.626850e-03          312   Jun  41-54,99 235.44255 8.613145
## 160 1.625682e-03           60   Feb  30-40,99 136.52996 8.613145
## 161 1.624800e-03          180   Oct  41-54,99 256.50921 8.613145
## 162 1.621970e-03          159   Jun  41-54,99 235.44255 8.613145
## 163 1.620435e-03           82   Feb 70-249,99 158.40637 8.613145
## 164 1.614131e-03          285   Dec  55-69,99 210.77319 8.840215
## 165 1.609707e-03          107   Sep 70-249,99 183.15303 8.613145
## 166 1.606776e-03          133   Mar  55-69,99 209.08367 8.613145
## 167 1.604512e-03          237   May  30-40,99 160.96996 8.613145
## 168 1.588359e-03           95   Jul 70-249,99 170.64637 8.613145
## 169 1.574279e-03          133   Sep  55-69,99 208.31034 8.613145
## 170 1.564128e-03           94   Nov  30-40,99 167.06806 8.840215
## 171 1.558971e-03           83   Apr  30-40,99 157.94330 8.613145
## 172 1.558267e-03          109   Mar 70-249,99 183.92637 8.613145
## 173 1.546667e-03          253   Aug 70-249,99 178.35303 8.613145
## 174 1.546530e-03           98   Jan  55-69,99 172.64367 8.613145
## 175 1.544830e-03          113   Dec 70-249,99 185.61589 8.840215
## 176 1.523000e-03          258   Mar 70-249,99 183.92637 8.613145
## 177 1.523000e-03          258   Mar 70-249,99 183.92637 8.613145
## 178 1.516246e-03          174   Aug  41-54,99 247.90921 8.613145
## 179 1.509183e-03          139   Dec  55-69,99 210.77319 8.840215
## 180 1.508051e-03          179   Sep  41-54,99 252.70921 8.613145
## 181 1.503325e-03          232   Feb 70-249,99 158.40637 8.613145
## 182 1.498790e-03          180   Mar  41-54,99 253.48255 8.613145
## 183 1.485403e-03          256   May 70-249,99 182.84637 8.613145
## 184 1.451354e-03          136   Sep  55-69,99 208.31034 8.613145
## 185 1.440669e-03          119   Jun  55-69,99 191.04367 8.613145
## 186 1.419548e-03          219   Jan 70-249,99 147.48637 8.613145
## 187 1.418466e-03           76   Jan 70-249,99 147.48637 8.613145
## 188 1.418314e-03          182   Mar  41-54,99 253.48255 8.613145
## 189 1.397262e-03          233   Mar  30-40,99 162.04996 8.613145
## 190 1.382085e-03          113   Feb  55-69,99 183.56367 8.613145
## 191 1.379997e-03          133   Aug  55-69,99 203.51034 8.613145
## 192 1.373870e-03          241   Jul 70-249,99 170.64637 8.613145
## 193 1.352233e-03          310   Jul  41-54,99 240.20255 8.613145
## 194 1.346386e-03          101   Jul 70-249,99 170.64637 8.613145
## 195 1.329281e-03          171   Jul  41-54,99 240.20255 8.613145
## 196 1.323184e-03          122   Jun  55-69,99 191.04367 8.613145
## 197 1.317162e-03           97   Jun 70-249,99 165.88637 8.613145
## 198 1.310650e-03          129   Jan  10-29,99  60.28412 8.613145
## 199 1.308000e-03          102   Jul 70-249,99 170.64637 8.613145
## 200 1.302821e-03          135   Aug  55-69,99 203.51034 8.613145
## 201 1.302778e-03          188   Oct  41-54,99 256.50921 8.613145
## 202 1.296845e-03          110   Aug 70-249,99 178.35303 8.613145
## 203 1.286644e-03          141   Mar  55-69,99 209.08367 8.613145
## 204 1.276686e-03          112   Apr 70-249,99 179.81970 8.613145
## 205 1.262526e-03          168   Jun  41-54,99 235.44255 8.613145
## 206 1.261349e-03          120   Dec 70-249,99 185.61589 8.840215
## 207 1.260032e-03          182   Apr  41-54,99 249.37588 8.613145
## 208 1.241660e-03          149   Nov  55-69,99 214.10177 8.840215
## 209 1.213262e-03          232   Jun 70-249,99 165.88637 8.613145
## 210 1.209675e-03          166   Nov  10-29,99 101.74222 8.840215
## 211 1.203472e-03          117   May 70-249,99 182.84637 8.613145
## 212 1.188531e-03          249   Feb  55-69,99 183.56367 8.613145
## 213 1.183958e-03          143   Sep  55-69,99 208.31034 8.613145
## 214 1.160029e-03          243   Aug 70-249,99 178.35303 8.613145
## 215 1.153924e-03           92   Aug  30-40,99 156.47663 8.613145
## 216 1.151410e-03           94   Feb 70-249,99 158.40637 8.613145
## 217 1.135259e-03          123   Oct 70-249,99 186.95303 8.613145
## 218 1.129742e-03          304   Jul  41-54,99 240.20255 8.613145
## 219 1.112251e-03          124   Dec 70-249,99 185.61589 8.840215
## 220 1.105653e-03          229   Jun 70-249,99 165.88637 8.613145
## 221 1.100033e-03          124   Oct 70-249,99 186.95303 8.613145
## 222 1.099929e-03          225   Mar  30-40,99 162.04996 8.613145
## 223 1.095379e-03          117   Apr 70-249,99 179.81970 8.613145
## 224 1.088337e-03           30   Apr  10-29,99  92.61745 8.613145
## 225 1.088143e-03          128   Nov 70-249,99 188.94446 8.840215
## 226 1.083447e-03           94   Aug  30-40,99 156.47663 8.613145
## 227 1.067322e-03           82   Jun  30-40,99 144.00996 8.613145
## 228 1.066188e-03          143   Apr  55-69,99 204.97700 8.613145
## 229 1.060232e-03          134   Jul  55-69,99 195.80367 8.613145
## 230 1.053597e-03           64   Jan  30-40,99 125.60996 8.613145
## 231 1.045635e-03           42   Nov  10-29,99 101.74222 8.840215
## 232 1.038047e-03          244   May 70-249,99 182.84637 8.613145
## 233 1.038027e-03          122   Sep 70-249,99 183.15303 8.613145
## 234 1.034279e-03          156   Jan  41-54,99 217.04255 8.613145
## 235 1.031821e-03          100   May  30-40,99 160.96996 8.613145
## 236 1.025772e-03          196   Dec  41-54,99 255.17207 8.840215
## 237 1.017896e-03          130   Nov 70-249,99 188.94446 8.840215
## 238 1.008487e-03          101   Sep  30-40,99 161.27663 8.613145
## 239 1.006010e-03          180   Jul  41-54,99 240.20255 8.613145
## 240 1.005266e-03          240   Apr 70-249,99 179.81970 8.613145
## 241 9.874333e-04           36   May  10-29,99  95.64412 8.613145
## 242 9.822169e-04           88   Jan 70-249,99 147.48637 8.613145
## 243 9.807703e-04          176   Jun  41-54,99 235.44255 8.613145
## 244 9.807703e-04          176   Jun  41-54,99 235.44255 8.613145
## 245 9.778451e-04          153   Dec  55-69,99 210.77319 8.840215
## 246 9.678583e-04          103   Mar  30-40,99 162.04996 8.613145
## 247 9.654681e-04          146   Apr  55-69,99 204.97700 8.613145
## 248 9.611957e-04          124   May 70-249,99 182.84637 8.613145
## 249 9.603248e-04          121   Apr 70-249,99 179.81970 8.613145
## 250 9.587013e-04           90   Jul  30-40,99 148.76996 8.613145
## 251 9.373015e-04          154   Oct  55-69,99 212.11034 8.613145
## 252 9.338636e-04          150   May  55-69,99 208.00367 8.613145
## 253 9.322338e-04          129   Oct 70-249,99 186.95303 8.613145
## 254 9.321374e-04          220   Mar  30-40,99 162.04996 8.613145
## 255 9.319206e-04          100   Apr  30-40,99 157.94330 8.613145
## 256 9.308246e-04          190   Aug  41-54,99 247.90921 8.613145
## 257 9.308246e-04          190   Aug  41-54,99 247.90921 8.613145
## 258 9.131355e-04          230   Jan  55-69,99 172.64367 8.613145
## 259 9.116716e-04          151   Sep  55-69,99 208.31034 8.613145
## 260 8.945605e-04           92   Jul  30-40,99 148.76996 8.613145
## 261 8.728434e-04          109   Oct  30-40,99 165.07663 8.613145
## 262 8.705736e-04          152   May  55-69,99 208.00367 8.613145
## 263 8.705736e-04          152   May  55-69,99 208.00367 8.613145
## 264 8.451633e-04          235   Apr 70-249,99 179.81970 8.613145
## 265 8.412513e-04          152   Dec  10-29,99  98.41364 8.840215
## 266 8.409831e-04          136   Jun  55-69,99 191.04367 8.613145
## 267 8.250565e-04          114   Nov  30-40,99 167.06806 8.840215
## 268 8.250565e-04          114   Nov  30-40,99 167.06806 8.840215
## 269 8.048130e-04          237   Sep 70-249,99 183.15303 8.613145
## 270 7.977439e-04           72   Jan  30-40,99 125.60996 8.613145
## 271 7.935851e-04          190   Feb  30-40,99 136.52996 8.613145
## 272 7.927693e-04          182   Jun  41-54,99 235.44255 8.613145
## 273 7.882732e-04          306   Sep  41-54,99 252.70921 8.613145
## 274 7.671553e-04          204   Dec  41-54,99 255.17207 8.840215
## 275 7.646550e-04           95   Jan 70-249,99 147.48637 8.613145
## 276 7.603460e-04          138   Nov 70-249,99 188.94446 8.840215
## 277 7.505697e-04          135   Dec 70-249,99 185.61589 8.840215
## 278 7.492891e-04          243   Jun  55-69,99 191.04367 8.613145
## 279 7.479308e-04          196   Aug  41-54,99 247.90921 8.613145
## 280 7.433724e-04           48   Oct  10-29,99  99.75079 8.613145
## 281 7.319893e-04          127   Aug 70-249,99 178.35303 8.613145
## 282 7.241307e-04          114   Oct  30-40,99 165.07663 8.613145
## 283 7.231965e-04          140   Jun  55-69,99 191.04367 8.613145
## 284 7.231965e-04          140   Jun  55-69,99 191.04367 8.613145
## 285 7.212052e-04          136   Dec 70-249,99 185.61589 8.840215
## 286 7.212052e-04          136   Dec 70-249,99 185.61589 8.840215
## 287 7.187459e-04          115   Jun 70-249,99 165.88637 8.613145
## 288 7.164117e-04          145   Jul  55-69,99 195.80367 8.613145
## 289 7.153376e-04           49   Dec  10-29,99  98.41364 8.840215
## 290 7.119063e-04          122   Jan  55-69,99 172.64367 8.613145
## 291 7.096590e-04          133   Feb  55-69,99 183.56367 8.613145
## 292 7.043975e-04          199   Apr  41-54,99 249.37588 8.613145
## 293 7.043975e-04          199   Apr  41-54,99 249.37588 8.613145
## 294 6.953125e-04          112   Mar  30-40,99 162.04996 8.613145
## 295 6.951377e-04          141   Jun  55-69,99 191.04367 8.613145
## 296 6.706312e-04          232   May 70-249,99 182.84637 8.613145
## 297 6.651686e-04          138   Oct 70-249,99 186.95303 8.613145
## 298 6.610225e-04          211   Nov  41-54,99 258.50064 8.840215
## 299 6.537210e-04           88   Feb  30-40,99 136.52996 8.613145
## 300 6.525470e-04           99   Jan 70-249,99 147.48637 8.613145
## 301 6.503954e-04          110   Feb 70-249,99 158.40637 8.613145
## 302 6.419427e-04          296   Aug  41-54,99 247.90921 8.613145
## 303 6.409311e-04          164   Dec  55-69,99 210.77319 8.840215
## 304 6.406855e-04          143   Jun  55-69,99 191.04367 8.613145
## 305 6.406555e-04          169   Jan  41-54,99 217.04255 8.613145
## 306 6.355096e-04          139   Aug  10-29,99  91.15079 8.613145
## 307 6.341354e-04          288   Jul  41-54,99 240.20255 8.613145
## 308 6.317962e-04          205   Sep  41-54,99 252.70921 8.613145
## 309 6.224137e-04          218   Jul 70-249,99 170.64637 8.613145
## 310 6.224137e-04          218   Jul 70-249,99 170.64637 8.613145
## 311 6.138181e-04          165   Dec  55-69,99 210.77319 8.840215
## 312 6.129144e-04          118   Dec  30-40,99 163.73949 8.840215
## 313 6.055885e-04          206   Sep  41-54,99 252.70921 8.613145
## 314 6.039755e-04          225   Aug 70-249,99 178.35303 8.613145
## 315 5.976627e-04          206   May  41-54,99 252.40255 8.613145
## 316 5.976627e-04          206   May  41-54,99 252.40255 8.613145
## 317 5.834214e-04          137   May 70-249,99 182.84637 8.613145
## 318 5.801627e-04          214   Nov  41-54,99 258.50064 8.840215
## 319 5.801627e-04          214   Nov  41-54,99 258.50064 8.840215
## 320 5.731890e-04          190   Jun  41-54,99 235.44255 8.613145
## 321 5.698586e-04          163   Sep  55-69,99 208.31034 8.613145
## 322 5.618304e-04          189   Jun  30-40,99 144.00996 8.613145
## 323 5.615049e-04          160   Apr  55-69,99 204.97700 8.613145
## 324 5.605558e-04           58   Nov  10-29,99 101.74222 8.840215
## 325 5.411347e-04          227   May 70-249,99 182.84637 8.613145
## 326 5.411347e-04          227   May 70-249,99 182.84637 8.613145
## 327 5.387615e-04          202   Apr  30-40,99 157.94330 8.613145
## 328 5.364610e-04          184   Feb  41-54,99 227.96255 8.613145
## 329 5.351504e-04          121   Dec  30-40,99 163.73949 8.840215
## 330 5.351504e-04          121   Dec  30-40,99 163.73949 8.840215
## 331 5.249822e-04          247   Aug  55-69,99 203.51034 8.613145
## 332 5.187328e-04          192   Jul  30-40,99 148.76996 8.613145
## 333 5.187328e-04          192   Jul  30-40,99 148.76996 8.613145
## 334 5.169008e-04          226   May 70-249,99 182.84637 8.613145
## 335 5.158641e-04          169   Oct  55-69,99 212.11034 8.613145
## 336 5.150578e-04          122   Oct  30-40,99 165.07663 8.613145
## 337 5.139442e-04          204   May  30-40,99 160.96996 8.613145
## 338 5.122118e-04          260   Jan  41-54,99 217.04255 8.613145
## 339 5.113993e-04          208   Oct  30-40,99 165.07663 8.613145
## 340 5.113993e-04          208   Oct  30-40,99 165.07663 8.613145
## 341 5.041357e-04           50   Apr  10-29,99  92.61745 8.613145
## 342 5.024631e-04           57   Dec  10-29,99  98.41364 8.840215
## 343 5.016047e-04          161   Aug  55-69,99 203.51034 8.613145
## 344 4.907991e-04          120   Mar  30-40,99 162.04996 8.613145
## 345 4.883509e-04          296   Dec  41-54,99 255.17207 8.840215
## 346 4.862374e-04          123   Dec  30-40,99 163.73949 8.840215
## 347 4.813710e-04           54   May  10-29,99  95.64412 8.613145
## 348 4.805816e-04           84   Jan  30-40,99 125.60996 8.613145
## 349 4.778327e-04          298   Oct  41-54,99 256.50921 8.613145
## 350 4.711338e-04          174   Nov  55-69,99 214.10177 8.840215
## 351 4.674480e-04          269   Feb  41-54,99 227.96255 8.613145
## 352 4.655268e-04          146   Oct 70-249,99 186.95303 8.613145
## 353 4.649207e-04          143   Mar 70-249,99 183.92637 8.613145
## 354 4.640124e-04          125   Jun 70-249,99 165.88637 8.613145
## 355 4.603370e-04           56   Mar  10-29,99  96.72412 8.613145
## 356 4.502759e-04          121   Sep  30-40,99 161.27663 8.613145
## 357 4.468714e-04          228   Nov 70-249,99 188.94446 8.840215
## 358 4.468714e-04          228   Nov 70-249,99 188.94446 8.840215
## 359 4.452221e-04          122   Mar  30-40,99 162.04996 8.613145
## 360 4.246477e-04          205   Jun 70-249,99 165.88637 8.613145
## 361 4.211677e-04          148   Oct 70-249,99 186.95303 8.613145
## 362 4.211029e-04          201   Mar  30-40,99 162.04996 8.613145
## 363 4.207801e-04          252   Nov  55-69,99 214.10177 8.840215
## 364 4.160550e-04           99   Jan  10-29,99  60.28412 8.613145
## 365 4.140852e-04          288   Apr  41-54,99 249.37588 8.613145
## 366 4.120688e-04           98   Feb  30-40,99 136.52996 8.613145
## 367 4.116491e-04          165   Aug  55-69,99 203.51034 8.613145
## 368 4.116491e-04          165   Aug  55-69,99 203.51034 8.613145
## 369 4.107880e-04          175   Feb  30-40,99 136.52996 8.613145
## 370 4.083632e-04          211   Jan  55-69,99 172.64367 8.613145
## 371 4.025473e-04          130   Nov  30-40,99 167.06806 8.840215
## 372 3.966801e-04          158   Jul  55-69,99 195.80367 8.613145
## 373 3.965497e-04          278   Jul  41-54,99 240.20255 8.613145
## 374 3.858516e-04           23   Jan  10-29,99  60.28412 8.613145
## 375 3.856966e-04          124   Sep  30-40,99 161.27663 8.613145
## 376 3.851411e-04          138   Nov  10-29,99 101.74222 8.840215
## 377 3.817139e-04          172   Mar  55-69,99 209.08367 8.613145
## 378 3.785134e-04          153   Nov 70-249,99 188.94446 8.840215
## 379 3.760631e-04          291   Dec  41-54,99 255.17207 8.840215
## 380 3.760631e-04          291   Dec  41-54,99 255.17207 8.840215
## 381 3.695832e-04          240   Aug  55-69,99 203.51034 8.613145
## 382 3.686612e-04           47   Jul  10-29,99  83.44412 8.613145
## 383 3.652804e-04          125   Sep  30-40,99 161.27663 8.613145
## 384 3.627956e-04          147   Sep 70-249,99 183.15303 8.613145
## 385 3.607299e-04          126   Mar  30-40,99 162.04996 8.613145
## 386 3.599298e-04          108   Jun  30-40,99 144.00996 8.613145
## 387 3.588809e-04          253   Jan  41-54,99 217.04255 8.613145
## 388 3.556629e-04          107   Feb  10-29,99  71.20412 8.613145
## 389 3.456967e-04          288   Sep  41-54,99 252.70921 8.613145
## 390 3.430032e-04          148   Sep 70-249,99 183.15303 8.613145
## 391 3.429593e-04           56   Aug  10-29,99  91.15079 8.613145
## 392 3.382616e-04          213   Aug  41-54,99 247.90921 8.613145
## 393 3.335527e-04           68   Nov  10-29,99 101.74222 8.840215
## 394 3.331869e-04          136   Jul 70-249,99 170.64637 8.613145
## 395 3.281320e-04          127   Apr  10-29,99  92.61745 8.613145
## 396 3.281320e-04          127   Apr  10-29,99  92.61745 8.613145
## 397 3.281320e-04          127   Apr  10-29,99  92.61745 8.613145
## 398 3.281320e-04          127   Apr  10-29,99  92.61745 8.613145
## 399 3.223189e-04          131   Oct  30-40,99 165.07663 8.613145
## 400 3.208016e-04          242   May  55-69,99 208.00367 8.613145
## 401 3.204370e-04          171   Apr  55-69,99 204.97700 8.613145
## 402 3.203042e-04          127   May  30-40,99 160.96996 8.613145
## 403 3.199427e-04           62   Sep  10-29,99  95.95079 8.613145
## 404 3.179671e-04          156   Nov 70-249,99 188.94446 8.840215
## 405 3.179671e-04          156   Nov 70-249,99 188.94446 8.840215
## 406 3.179671e-04          156   Nov 70-249,99 188.94446 8.840215
## 407 3.179671e-04          156   Nov 70-249,99 188.94446 8.840215
## 408 3.171759e-04          162   Jul  55-69,99 195.80367 8.613145
## 409 3.171759e-04          162   Jul  55-69,99 195.80367 8.613145
## 410 3.141805e-04          139   Jan  55-69,99 172.64367 8.613145
## 411 3.141805e-04          139   Jan  55-69,99 172.64367 8.613145
## 412 3.116952e-04          170   Aug  55-69,99 203.51034 8.613145
## 413 3.055858e-04          213   Apr 70-249,99 179.81970 8.613145
## 414 3.055858e-04          213   Apr 70-249,99 179.81970 8.613145
## 415 3.050837e-04          150   Sep 70-249,99 183.15303 8.613145
## 416 3.043590e-04          199   Jun 70-249,99 165.88637 8.613145
## 417 3.038085e-04          176   Mar  55-69,99 209.08367 8.613145
## 418 3.038085e-04          176   Mar  55-69,99 209.08367 8.613145
## 419 3.033134e-04          191   Apr  30-40,99 157.94330 8.613145
## 420 3.029602e-04          261   Feb  41-54,99 227.96255 8.613145
## 421 3.029602e-04          261   Feb  41-54,99 227.96255 8.613145
## 422 2.994658e-04          150   May 70-249,99 182.84637 8.613145
## 423 2.980742e-04          116   Jul  30-40,99 148.76996 8.613145
## 424 2.965146e-04           46   Jun  10-29,99  78.68412 8.613145
## 425 2.957893e-04           63   May  10-29,99  95.64412 8.613145
## 426 2.951833e-04           70   Nov  10-29,99 101.74222 8.840215
## 427 2.933496e-04          224   Oct  41-54,99 256.50921 8.613145
## 428 2.933496e-04          224   Oct  41-54,99 256.50921 8.613145
## 429 2.862922e-04          195   Dec  30-40,99 163.73949 8.840215
## 430 2.852399e-04          190   Apr  30-40,99 157.94330 8.613145
## 431 2.834564e-04          223   Jun  55-69,99 191.04367 8.613145
## 432 2.810378e-04          148   Apr 70-249,99 179.81970 8.613145
## 433 2.758277e-04          188   Aug  30-40,99 156.47663 8.613145
## 434 2.751805e-04          116   Jan 70-249,99 147.48637 8.613145
## 435 2.744151e-04          204   Jun  41-54,99 235.44255 8.613145
## 436 2.721122e-04          177   Sep  55-69,99 208.31034 8.613145
## 437 2.721122e-04          177   Sep  55-69,99 208.31034 8.613145
## 438 2.709906e-04           68   Dec  10-29,99  98.41364 8.840215
## 439 2.707182e-04          180   Jul  30-40,99 148.76996 8.613145
## 440 2.702418e-04          209   Jul  41-54,99 240.20255 8.613145
## 441 2.702418e-04          209   Jul  41-54,99 240.20255 8.613145
## 442 2.702418e-04          209   Jul  41-54,99 240.20255 8.613145
## 443 2.674775e-04          186   Jan  41-54,99 217.04255 8.613145
## 444 2.674775e-04          186   Jan  41-54,99 217.04255 8.613145
## 445 2.658985e-04           65   Sep  10-29,99  95.95079 8.613145
## 446 2.632436e-04          102   Feb  10-29,99  71.20412 8.613145
## 447 2.624732e-04           69   Oct  10-29,99  99.75079 8.613145
## 448 2.620182e-04           66   Mar  10-29,99  96.72412 8.613145
## 449 2.618777e-04           91   Jan  10-29,99  60.28412 8.613145
## 450 2.618777e-04           91   Jan  10-29,99  60.28412 8.613145
## 451 2.613364e-04           48   Jun  10-29,99  78.68412 8.613145
## 452 2.579787e-04          117   Jan 70-249,99 147.48637 8.613145
## 453 2.566265e-04          128   Feb 70-249,99 158.40637 8.613145
## 454 2.565621e-04          222   May  41-54,99 252.40255 8.613145
## 455 2.551014e-04          109   Jun  10-29,99  78.68412 8.613145
## 456 2.549426e-04          288   Nov  41-54,99 258.50064 8.840215
## 457 2.536588e-04          179   Jul  30-40,99 148.76996 8.613145
## 458 2.534632e-04           69   Dec  10-29,99  98.41364 8.840215
## 459 2.517090e-04          196   Jun 70-249,99 165.88637 8.613145
## 460 2.517090e-04          196   Jun 70-249,99 165.88637 8.613145
## 461 2.485882e-04          154   Mar 70-249,99 183.92637 8.613145
## 462 2.435922e-04          279   Apr  41-54,99 249.37588 8.613145
## 463 2.413321e-04          118   Jan 70-249,99 147.48637 8.613145
## 464 2.399620e-04          223   May  41-54,99 252.40255 8.613145
## 465 2.397578e-04          155   Jan  30-40,99 125.60996 8.613145
## 466 2.363480e-04          209   Apr 70-249,99 179.81970 8.613145
## 467 2.359066e-04          154   Sep 70-249,99 183.15303 8.613145
## 468 2.349002e-04          277   Aug  41-54,99 247.90921 8.613145
## 469 2.349002e-04          277   Aug  41-54,99 247.90921 8.613145
## 470 2.340397e-04          257   Feb  41-54,99 227.96255 8.613145
## 471 2.335968e-04          115   Jun  30-40,99 144.00996 8.613145
## 472 2.294415e-04           71   Oct  10-29,99  99.75079 8.613145
## 473 2.236018e-04          121   Apr  10-29,99  92.61745 8.613145
## 474 2.225526e-04          107   Jun  10-29,99  78.68412 8.613145
## 475 2.225526e-04          107   Jun  10-29,99  78.68412 8.613145
## 476 2.171754e-04          238   Dec  55-69,99 210.77319 8.840215
## 477 2.171754e-04          238   Dec  55-69,99 210.77319 8.840215
## 478 2.137584e-04           72   Oct  10-29,99  99.75079 8.613145
## 479 2.090601e-04           56   Jul  10-29,99  83.44412 8.613145
## 480 2.089414e-04          211   Feb  55-69,99 183.56367 8.613145
## 481 2.076838e-04          198   Jul 70-249,99 170.64637 8.613145
## 482 2.076747e-04          151   Aug 70-249,99 178.35303 8.613145
## 483 2.076747e-04          151   Aug 70-249,99 178.35303 8.613145
## 484 2.054196e-04           44   Feb  10-29,99  71.20412 8.613145
## 485 2.046149e-04           64   Aug  10-29,99  91.15079 8.613145
## 486 2.030531e-04          214   Oct 70-249,99 186.95303 8.613145
## 487 1.982345e-04           70   Mar  10-29,99  96.72412 8.613145
## 488 1.970428e-04          146   Jan  55-69,99 172.64367 8.613145
## 489 1.967538e-04          276   Apr  41-54,99 249.37588 8.613145
## 490 1.957465e-04          110   Jul  10-29,99  83.44412 8.613145
## 491 1.957465e-04          110   Jul  10-29,99  83.44412 8.613145
## 492 1.950591e-04          230   Oct  41-54,99 256.50921 8.613145
## 493 1.945799e-04          130   Aug  30-40,99 156.47663 8.613145
## 494 1.945799e-04          130   Aug  30-40,99 156.47663 8.613145
## 495 1.940962e-04          138   Dec  30-40,99 163.73949 8.840215
## 496 1.939880e-04          210   Feb  55-69,99 183.56367 8.613145
## 497 1.933092e-04          152   Jan  30-40,99 125.60996 8.613145
## 498 1.892333e-04          186   Oct  55-69,99 212.11034 8.613145
## 499 1.887016e-04          210   Mar 70-249,99 183.92637 8.613145
## 500 1.887016e-04          210   Mar 70-249,99 183.92637 8.613145
## 501 1.883483e-04          122   Sep  10-29,99  95.95079 8.613145
## 502 1.877811e-04          118   Jun  30-40,99 144.00996 8.613145
## 503 1.877811e-04          118   Jun  30-40,99 144.00996 8.613145
## 504 1.875843e-04          234   May  55-69,99 208.00367 8.613145
## 505 1.875843e-04          234   May  55-69,99 208.00367 8.613145
## 506 1.870971e-04          202   Feb  41-54,99 227.96255 8.613145
## 507 1.835588e-04           86   Jan  10-29,99  60.28412 8.613145
## 508 1.812818e-04          109   Jul  10-29,99  83.44412 8.613145
## 509 1.809143e-04          111   Feb  30-40,99 136.52996 8.613145
## 510 1.801592e-04          131   Aug  30-40,99 156.47663 8.613145
## 511 1.784154e-04          153   Aug 70-249,99 178.35303 8.613145
## 512 1.773312e-04          122   Mar  10-29,99  96.72412 8.613145
## 513 1.756116e-04          158   Sep 70-249,99 183.15303 8.613145
## 514 1.713556e-04          158   May 70-249,99 182.84637 8.613145
## 515 1.713556e-04          158   May 70-249,99 182.84637 8.613145
## 516 1.646570e-04          120   May  10-29,99  95.64412 8.613145
## 517 1.641166e-04          103   Jun  10-29,99  78.68412 8.613145
## 518 1.594804e-04          137   May  30-40,99 160.96996 8.613145
## 519 1.594804e-04          137   May  30-40,99 160.96996 8.613145
## 520 1.592552e-04          163   Oct 70-249,99 186.95303 8.613145
## 521 1.563535e-04          191   Nov  55-69,99 214.10177 8.840215
## 522 1.562258e-04           73   Mar  10-29,99  96.72412 8.613145
## 523 1.561173e-04           84   Jan  10-29,99  60.28412 8.613145
## 524 1.540385e-04          259   Jun  41-54,99 235.44255 8.613145
## 525 1.515245e-04           79   Nov  10-29,99 101.74222 8.840215
## 526 1.515245e-04           79   Nov  10-29,99 101.74222 8.840215
## 527 1.514881e-04          141   Dec  30-40,99 163.73949 8.840215
## 528 1.503878e-04          138   Sep  30-40,99 161.27663 8.613145
## 529 1.474348e-04          210   Oct 70-249,99 186.95303 8.613145
## 530 1.474348e-04          210   Oct 70-249,99 186.95303 8.613145
## 531 1.473783e-04          194   Jan  41-54,99 217.04255 8.613145
## 532 1.428290e-04           56   Jun  10-29,99  78.68412 8.613145
## 533 1.425124e-04          211   Nov 70-249,99 188.94446 8.840215
## 534 1.417397e-04          275   May  41-54,99 252.40255 8.613145
## 535 1.407379e-04          276   Mar  41-54,99 253.48255 8.613145
## 536 1.368484e-04           49   Feb  10-29,99  71.20412 8.613145
## 537 1.361918e-04           69   Aug  10-29,99  91.15079 8.613145
## 538 1.344656e-04          122   Jun  30-40,99 144.00996 8.613145
## 539 1.344656e-04          122   Jun  30-40,99 144.00996 8.613145
## 540 1.340632e-04          183   Apr  55-69,99 204.97700 8.613145
## 541 1.340632e-04          183   Apr  55-69,99 204.97700 8.613145
## 542 1.319568e-04          174   Jul  55-69,99 195.80367 8.613145
## 543 1.313240e-04          234   Dec  41-54,99 255.17207 8.840215
## 544 1.313174e-04           78   Oct  10-29,99  99.75079 8.613145
## 545 1.305804e-04          230   Sep  55-69,99 208.31034 8.613145
## 546 1.281968e-04          278   Oct  41-54,99 256.50921 8.613145
## 547 1.261186e-04          100   Jun  10-29,99  78.68412 8.613145
## 548 1.261186e-04          100   Jun  10-29,99  78.68412 8.613145
## 549 1.260124e-04          143   Dec  30-40,99 163.73949 8.840215
## 550 1.260124e-04          143   Dec  30-40,99 163.73949 8.840215
## 551 1.253309e-04          121   Oct  10-29,99  99.75079 8.613145
## 552 1.245149e-04          165   Dec 70-249,99 185.61589 8.840215
## 553 1.241584e-04          119   Dec  10-29,99  98.41364 8.840215
## 554 1.232683e-04          205   Mar 70-249,99 183.92637 8.613145
## 555 1.224512e-04          187   May  55-69,99 208.00367 8.613145
## 556 1.222922e-04          165   Jun  30-40,99 144.00996 8.613145
## 557 1.220584e-04          140   May  30-40,99 160.96996 8.613145
## 558 1.218353e-04           75   Sep  10-29,99  95.95079 8.613145
## 559 1.218266e-04          183   Mar  30-40,99 162.04996 8.613145
## 560 1.195203e-04           79   Oct  10-29,99  99.75079 8.613145
## 561 1.195203e-04           79   Oct  10-29,99  99.75079 8.613145
## 562 1.172856e-04          104   Jul  10-29,99  83.44412 8.613145
## 563 1.172856e-04          104   Jul  10-29,99  83.44412 8.613145
## 564 1.172856e-04          104   Jul  10-29,99  83.44412 8.613145
## 565 1.169149e-04          177   Aug  30-40,99 156.47663 8.613145
## 566 1.141206e-04          141   Sep  30-40,99 161.27663 8.613145
## 567 1.141206e-04          141   Sep  30-40,99 161.27663 8.613145
## 568 1.130388e-04          200   Apr 70-249,99 179.81970 8.613145
## 569 1.113930e-04          278   Nov  41-54,99 258.50064 8.840215
## 570 1.113930e-04          278   Nov  41-54,99 258.50064 8.840215
## 571 1.111386e-04          124   Jun  30-40,99 144.00996 8.613145
## 572 1.104823e-04           76   Sep  10-29,99  95.95079 8.613145
## 573 1.104158e-04           79   Dec  10-29,99  98.41364 8.840215
## 574 1.104158e-04           79   Dec  10-29,99  98.41364 8.840215
## 575 1.093602e-04          111   Aug  10-29,99  91.15079 8.613145
## 576 1.093602e-04          111   Aug  10-29,99  91.15079 8.613145
## 577 1.084886e-04          129   Jul  30-40,99 148.76996 8.613145
## 578 1.084886e-04          129   Jul  30-40,99 148.76996 8.613145
## 579 1.078959e-04           80   Jan  10-29,99  60.28412 8.613145
## 580 1.078959e-04           80   Jan  10-29,99  60.28412 8.613145
## 581 1.078229e-04          233   Sep  41-54,99 252.70921 8.613145
## 582 1.071119e-04           76   May  10-29,99  95.64412 8.613145
## 583 1.053985e-04          128   Jan 70-249,99 147.48637 8.613145
## 584 1.053985e-04          128   Jan 70-249,99 147.48637 8.613145
## 585 1.032220e-04           41   Jan  10-29,99  60.28412 8.613145
## 586 1.028804e-04          145   Dec  30-40,99 163.73949 8.840215
## 587 1.028804e-04          145   Dec  30-40,99 163.73949 8.840215
## 588 1.007225e-04          115   Sep  10-29,99  95.95079 8.613145
## 589 1.006639e-04          172   Jun  55-69,99 191.04367 8.613145
## 590 1.006639e-04          172   Jun  55-69,99 191.04367 8.613145
## 591 9.900779e-05          147   Jun 70-249,99 165.88637 8.613145
## 592 9.814265e-05          177   Jul  55-69,99 195.80367 8.613145
## 593 9.814265e-05          177   Jul  55-69,99 195.80367 8.613145
## 594 9.650748e-05          152   Jul 70-249,99 170.64637 8.613145
## 595 9.648422e-05           77   May  10-29,99  95.64412 8.613145
## 596 9.627733e-05          268   Apr  41-54,99 249.37588 8.613145
## 597 9.627733e-05          268   Apr  41-54,99 249.37588 8.613145
## 598 9.565335e-05          165   Feb  55-69,99 183.56367 8.613145
## 599 9.558929e-05          254   Jun  41-54,99 235.44255 8.613145
## 600 9.558929e-05          254   Jun  41-54,99 235.44255 8.613145
## 601 9.350107e-05          189   Jul 70-249,99 170.64637 8.613145
## 602 9.350107e-05          189   Jul 70-249,99 170.64637 8.613145
## 603 9.311681e-05           97   Jun  10-29,99  78.68412 8.613145
## 604 9.040260e-05          205   Oct 70-249,99 186.95303 8.613145
## 605 8.950803e-05          235   Jan  41-54,99 217.04255 8.613145
## 606 8.950803e-05          235   Jan  41-54,99 217.04255 8.613145
## 607 8.790457e-05           89   Feb  10-29,99  71.20412 8.613145
## 608 8.640729e-05          155   Jan  55-69,99 172.64367 8.613145
## 609 8.621590e-05          267   Apr  41-54,99 249.37588 8.613145
## 610 8.568389e-05          197   Nov  55-69,99 214.10177 8.840215
## 611 8.568389e-05          197   Nov  55-69,99 214.10177 8.840215
## 612 8.483634e-05          236   Mar  41-54,99 253.48255 8.613145
## 613 8.446380e-05           66   Jul  10-29,99  83.44412 8.613145
## 614 8.399063e-05          184   Nov  30-40,99 167.06806 8.840215
## 615 8.399063e-05          184   Nov  30-40,99 167.06806 8.840215
## 616 8.240337e-05          166   Jul  30-40,99 148.76996 8.613145
## 617 8.075376e-05          175   Apr  30-40,99 157.94330 8.613145
## 618 8.075376e-05          175   Apr  30-40,99 157.94330 8.613145
## 619 8.068285e-05          113   Sep  10-29,99  95.95079 8.613145
## 620 8.068285e-05          113   Sep  10-29,99  95.95079 8.613145
## 621 8.025237e-05          191   May  55-69,99 208.00367 8.613145
## 622 8.000085e-05          188   Apr  55-69,99 204.97700 8.613145
## 623 7.976621e-05          242   Nov  41-54,99 258.50064 8.840215
## 624 7.917981e-05          229   Oct  55-69,99 212.11034 8.613145
## 625 7.892731e-05           82   Dec  10-29,99  98.41364 8.840215
## 626 7.837559e-05          179   Jul  55-69,99 195.80367 8.613145
## 627 7.755879e-05           77   Jan  10-29,99  60.28412 8.613145
## 628 7.664811e-05           76   Apr  10-29,99  92.61745 8.613145
## 629 7.449641e-05          109   Apr  10-29,99  92.61745 8.613145
## 630 7.384114e-05          192   Sep  55-69,99 208.31034 8.613145
## 631 7.360394e-05           44   Jan  10-29,99  60.28412 8.613145
## 632 7.353624e-05          145   Sep  30-40,99 161.27663 8.613145
## 633 7.288809e-05          195   Dec  55-69,99 210.77319 8.840215
## 634 7.126232e-05          221   Apr  55-69,99 204.97700 8.613145
## 635 7.055515e-05          142   Apr  30-40,99 157.94330 8.613145
## 636 7.025382e-05          232   Aug  41-54,99 247.90921 8.613145
## 637 7.008126e-05          228   Oct  55-69,99 212.11034 8.613145
## 638 7.008126e-05          228   Oct  55-69,99 212.11034 8.613145
## 639 7.008126e-05          228   Oct  55-69,99 212.11034 8.613145
## 640 6.792816e-05          157   Jan  55-69,99 172.64367 8.613145
## 641 6.792816e-05          157   Jan  55-69,99 172.64367 8.613145
## 642 6.749430e-05          174   Feb 70-249,99 158.40637 8.613145
## 643 6.677517e-05          188   Aug  55-69,99 203.51034 8.613145
## 644 6.651687e-05          152   Nov  30-40,99 167.06806 8.840215
## 645 6.651687e-05          152   Nov  30-40,99 167.06806 8.840215
## 646 6.651687e-05          152   Nov  30-40,99 167.06806 8.840215
## 647 6.489813e-05          268   Sep  41-54,99 252.70921 8.613145
## 648 6.489813e-05          268   Sep  41-54,99 252.70921 8.613145
## 649 6.416454e-05           56   Feb  10-29,99  71.20412 8.613145
## 650 6.371517e-05           76   Aug  10-29,99  91.15079 8.613145
## 651 6.309298e-05          150   Oct  30-40,99 165.07663 8.613145
## 652 6.306790e-05          199   Mar 70-249,99 183.92637 8.613145
## 653 6.233198e-05          113   Dec  10-29,99  98.41364 8.840215
## 654 6.226190e-05          190   Apr  55-69,99 204.97700 8.613145
## 655 6.039526e-05           85   Oct  10-29,99  99.75079 8.613145
## 656 6.039526e-05           85   Oct  10-29,99  99.75079 8.613145
## 657 5.952130e-05          158   Jan  55-69,99 172.64367 8.613145
## 658 5.887273e-05          169   Feb  55-69,99 183.56367 8.613145
## 659 5.887273e-05          169   Feb  55-69,99 183.56367 8.613145
## 660 5.849966e-05          268   Mar  41-54,99 253.48255 8.613145
## 661 5.849966e-05          268   Mar  41-54,99 253.48255 8.613145
## 662 5.844233e-05          189   Aug  55-69,99 203.51034 8.613145
## 663 5.844233e-05          189   Aug  55-69,99 203.51034 8.613145
## 664 5.824940e-05          133   Jan 70-249,99 147.48637 8.613145
## 665 5.532619e-05           88   Nov  10-29,99 101.74222 8.840215
## 666 5.401610e-05          176   Mar  30-40,99 162.04996 8.613145
## 667 5.401610e-05          176   Mar  30-40,99 162.04996 8.613145
## 668 5.380979e-05          179   Oct  30-40,99 165.07663 8.613145
## 669 5.380979e-05          179   Oct  30-40,99 165.07663 8.613145
## 670 5.228071e-05           83   Mar  10-29,99  96.72412 8.613145
## 671 5.228071e-05           83   Mar  10-29,99  96.72412 8.613145
## 672 4.988784e-05          145   Feb 70-249,99 158.40637 8.613145
## 673 4.951281e-05          109   May  10-29,99  95.64412 8.613145
## 674 4.951281e-05          109   May  10-29,99  95.64412 8.613145
## 675 4.949170e-05          165   Aug 70-249,99 178.35303 8.613145
## 676 4.821954e-05          193   Apr 70-249,99 179.81970 8.613145
## 677 4.802025e-05          170   Sep 70-249,99 183.15303 8.613145
## 678 4.802025e-05          170   Sep 70-249,99 183.15303 8.613145
## 679 4.712635e-05          174   May  30-40,99 160.96996 8.613145
## 680 4.683746e-05          157   Jun  30-40,99 144.00996 8.613145
## 681 4.545897e-05          253   Jul  41-54,99 240.20255 8.613145
## 682 4.545897e-05          253   Jul  41-54,99 240.20255 8.613145
## 683 4.512804e-05           87   Oct  10-29,99  99.75079 8.613145
## 684 4.493419e-05          174   Sep  30-40,99 161.27663 8.613145
## 685 4.488129e-05           73   Jan  10-29,99  60.28412 8.613145
## 686 4.404920e-05          265   May  41-54,99 252.40255 8.613145
## 687 4.404920e-05          265   May  41-54,99 252.40255 8.613145
## 688 4.327576e-05          135   Jan 70-249,99 147.48637 8.613145
## 689 4.327576e-05          135   Jan 70-249,99 147.48637 8.613145
## 690 4.206418e-05          196   Sep  55-69,99 208.31034 8.613145
## 691 4.206418e-05          196   Sep  55-69,99 208.31034 8.613145
## 692 4.133077e-05          228   Jul  41-54,99 240.20255 8.613145
## 693 4.039405e-05           90   Nov  10-29,99 101.74222 8.840215
## 694 3.862186e-05           83   Feb  10-29,99  71.20412 8.613145
## 695 3.862186e-05           83   Feb  10-29,99  71.20412 8.613145
## 696 3.816506e-05           87   Dec  10-29,99  98.41364 8.840215
## 697 3.809977e-05           72   Jan  10-29,99  60.28412 8.613145
## 698 3.655958e-05          145   Aug  30-40,99 156.47663 8.613145
## 699 3.588890e-05          156   Nov  30-40,99 167.06806 8.840215
## 700 3.579432e-05          107   May  10-29,99  95.64412 8.613145
## 701 3.554260e-05           90   Jun  10-29,99  78.68412 8.613145
## 702 3.451306e-05           80   Aug  10-29,99  91.15079 8.613145
## 703 3.451306e-05           80   Aug  10-29,99  91.15079 8.613145
## 704 3.405554e-05          154   Oct  30-40,99 165.07663 8.613145
## 705 3.376964e-05          172   May  30-40,99 160.96996 8.613145
## 706 3.331982e-05          202   Jun  55-69,99 191.04367 8.613145
## 707 3.307698e-05          220   Mar  55-69,99 209.08367 8.613145
## 708 3.129055e-05           82   Apr  10-29,99  92.61745 8.613145
## 709 3.027723e-05           73   Jul  10-29,99  83.44412 8.613145
## 710 3.005874e-05          148   Feb 70-249,99 158.40637 8.613145
## 711 2.992129e-05          103   Apr  10-29,99  92.61745 8.613145
## 712 2.988288e-05          239   Apr  41-54,99 249.37588 8.613145
## 713 2.822343e-05          199   Mar  55-69,99 209.08367 8.613145
## 714 2.822343e-05          199   Mar  55-69,99 209.08367 8.613145
## 715 2.781233e-05          134   Jun  30-40,99 144.00996 8.613145
## 716 2.773663e-05          218   May  55-69,99 208.00367 8.613145
## 717 2.748447e-05           86   Sep  10-29,99  95.95079 8.613145
## 718 2.744310e-05          148   Apr  30-40,99 157.94330 8.613145
## 719 2.714785e-05          222   Oct  55-69,99 212.11034 8.613145
## 720 2.714785e-05          222   Oct  55-69,99 212.11034 8.613145
## 721 2.714785e-05          222   Oct  55-69,99 212.11034 8.613145
## 722 2.708921e-05          176   Dec 70-249,99 185.61589 8.840215
## 723 2.708921e-05          176   Dec 70-249,99 185.61589 8.840215
## 724 2.692623e-05          101   Aug  10-29,99  91.15079 8.613145
## 725 2.520896e-05          127   Feb  30-40,99 136.52996 8.613145
## 726 2.520896e-05          127   Feb  30-40,99 136.52996 8.613145
## 727 2.429639e-05          105   May  10-29,99  95.64412 8.613145
## 728 2.267068e-05          237   Feb  41-54,99 227.96255 8.613145
## 729 2.254928e-05          202   Dec  55-69,99 210.77319 8.840215
## 730 2.254928e-05          202   Dec  55-69,99 210.77319 8.840215
## 731 2.239032e-05           93   Nov  10-29,99 101.74222 8.840215
## 732 2.210194e-05          174   Oct  30-40,99 165.07663 8.613145
## 733 2.173611e-05          100   Aug  10-29,99  91.15079 8.613145
## 734 2.159907e-05          107   Dec  10-29,99  98.41364 8.840215
## 735 2.159907e-05          107   Dec  10-29,99  98.41364 8.840215
## 736 2.112593e-05           88   Mar  10-29,99  96.72412 8.613145
## 737 2.075104e-05          162   Jul 70-249,99 170.64637 8.613145
## 738 2.074025e-05           87   May  10-29,99  95.64412 8.613145
## 739 2.074025e-05           87   May  10-29,99  95.64412 8.613145
## 740 2.061249e-05           84   Apr  10-29,99  92.61745 8.613145
## 741 2.061249e-05           84   Apr  10-29,99  92.61745 8.613145
## 742 2.051692e-05          261   May  41-54,99 252.40255 8.613145
## 743 2.019606e-05          128   Feb  30-40,99 136.52996 8.613145
## 744 1.994430e-05          148   Aug  30-40,99 156.47663 8.613145
## 745 1.994430e-05          148   Aug  30-40,99 156.47663 8.613145
## 746 1.950404e-05          101   Apr  10-29,99  92.61745 8.613145
## 747 1.936972e-05          179   Jul 70-249,99 170.64637 8.613145
## 748 1.936972e-05          179   Jul 70-249,99 170.64637 8.613145
## 749 1.868256e-05           63   Feb  10-29,99  71.20412 8.613145
## 750 1.801720e-05          166   Apr  30-40,99 157.94330 8.613145
## 751 1.798371e-05          104   Sep  10-29,99  95.95079 8.613145
## 752 1.708873e-05          175   May 70-249,99 182.84637 8.613145
## 753 1.686952e-05           79   Feb  10-29,99  71.20412 8.613145
## 754 1.647652e-05          266   Nov  41-54,99 258.50064 8.840215
## 755 1.607450e-05          118   Jan  30-40,99 125.60996 8.613145
## 756 1.607450e-05          118   Jan  30-40,99 125.60996 8.613145
## 757 1.573831e-05          129   Feb  30-40,99 136.52996 8.613145
## 758 1.551616e-05          149   Aug  30-40,99 156.47663 8.613145
## 759 1.521020e-05          245   May  41-54,99 252.40255 8.613145
## 760 1.515883e-05          133   Jan  30-40,99 125.60996 8.613145
## 761 1.515883e-05          133   Jan  30-40,99 125.60996 8.613145
## 762 1.469715e-05          154   Sep  30-40,99 161.27663 8.613145
## 763 1.469715e-05          154   Sep  30-40,99 161.27663 8.613145
## 764 1.469412e-05          104   Mar  10-29,99  96.72412 8.613145
## 765 1.450954e-05          156   Jul  30-40,99 148.76996 8.613145
## 766 1.440570e-05           64   Feb  10-29,99  71.20412 8.613145
## 767 1.437456e-05          203   Jul  55-69,99 195.80367 8.613145
## 768 1.431059e-05          187   Apr 70-249,99 179.81970 8.613145
## 769 1.404609e-05          173   Jun 70-249,99 165.88637 8.613145
## 770 1.345578e-05          221   Feb  41-54,99 227.96255 8.613145
## 771 1.341036e-05           89   Sep  10-29,99  95.95079 8.613145
## 772 1.341036e-05           89   Sep  10-29,99  95.95079 8.613145
## 773 1.338147e-05          151   Apr  30-40,99 157.94330 8.613145
## 774 1.331630e-05          177   Mar 70-249,99 183.92637 8.613145
## 775 1.331630e-05          177   Mar 70-249,99 183.92637 8.613145
## 776 1.212748e-05          119   Jan  30-40,99 125.60996 8.613145
## 777 1.169411e-05          263   Oct  41-54,99 256.50921 8.613145
## 778 1.164315e-05          150   Aug  30-40,99 156.47663 8.613145
## 779 1.152656e-05           77   Jul  10-29,99  83.44412 8.613145
## 780 1.147251e-05          108   Nov  10-29,99 101.74222 8.840215
## 781 1.147251e-05          108   Nov  10-29,99 101.74222 8.840215
## 782 1.133390e-05          132   Jan  30-40,99 125.60996 8.613145
## 783 1.120301e-05          172   Aug 70-249,99 178.35303 8.613145
## 784 1.120301e-05          172   Aug 70-249,99 178.35303 8.613145
## 785 1.107236e-05           85   Jun  10-29,99  78.68412 8.613145
## 786 1.093517e-05          155   Sep  30-40,99 161.27663 8.613145
## 787 1.090758e-05          208   Nov  55-69,99 214.10177 8.840215
## 788 1.083985e-05          106   Oct  10-29,99  99.75079 8.613145
## 789 1.077343e-05          155   Jul  30-40,99 148.76996 8.613145
## 790 1.019204e-05          220   Nov  55-69,99 214.10177 8.840215
## 791 1.009282e-05          167   May  30-40,99 160.96996 8.613145
## 792 1.009282e-05          167   May  30-40,99 160.96996 8.613145
## 793 1.006926e-05          211   Apr  55-69,99 204.97700 8.613145
## 794 1.006926e-05          211   Apr  55-69,99 204.97700 8.613145
## 795 9.868158e-06          222   Feb  41-54,99 227.96255 8.613145
## 796 9.868158e-06          222   Feb  41-54,99 227.96255 8.613145
## 797 9.489289e-06          189   Sep 70-249,99 183.15303 8.613145
## 798 8.851215e-06          184   Aug 70-249,99 178.35303 8.613145
## 799 8.842294e-06           90   May  10-29,99  95.64412 8.613145
## 800 8.064103e-06          131   Jan  30-40,99 125.60996 8.613145
## 801 8.064103e-06          131   Jan  30-40,99 125.60996 8.613145
## 802 7.827385e-06          203   Sep  55-69,99 208.31034 8.613145
## 803 7.726136e-06          102   Mar  10-29,99  96.72412 8.613145
## 804 7.625324e-06          209   Nov  55-69,99 214.10177 8.840215
## 805 7.625324e-06          209   Nov  55-69,99 214.10177 8.840215
## 806 7.517390e-06           66   Feb  10-29,99  71.20412 8.613145
## 807 7.078624e-06          157   Mar  30-40,99 162.04996 8.613145
## 808 7.078624e-06          157   Mar  30-40,99 162.04996 8.613145
## 809 6.966930e-06          139   Jun  30-40,99 144.00996 8.613145
## 810 6.966930e-06          139   Jun  30-40,99 144.00996 8.613145
## 811 6.708949e-06          214   Mar  55-69,99 209.08367 8.613145
## 812 6.264747e-06           95   Oct  10-29,99  99.75079 8.613145
## 813 6.194615e-06           92   Mar  10-29,99  96.72412 8.613145
## 814 6.194615e-06           92   Mar  10-29,99  96.72412 8.613145
## 815 6.194615e-06           92   Mar  10-29,99  96.72412 8.613145
## 816 6.173025e-06           65   Jan  10-29,99  60.28412 8.613145
## 817 5.707052e-06           94   Dec  10-29,99  98.41364 8.840215
## 818 5.482063e-06           79   Jul  10-29,99  83.44412 8.613145
## 819 5.478183e-06          231   Jun  41-54,99 235.44255 8.613145
## 820 4.782261e-06           87   Aug  10-29,99  91.15079 8.613145
## 821 4.645004e-06          252   Aug  41-54,99 247.90921 8.613145
## 822 4.551074e-06          100   Sep  10-29,99  95.95079 8.613145
## 823 4.551074e-06          100   Sep  10-29,99  95.95079 8.613145
## 824 4.374670e-06          157   May  30-40,99 160.96996 8.613145
## 825 4.192375e-06          162   Jun 70-249,99 165.88637 8.613145
## 826 4.192375e-06          162   Jun 70-249,99 165.88637 8.613145
## 827 3.904965e-06           96   Oct  10-29,99  99.75079 8.613145
## 828 3.818881e-06          249   Sep  41-54,99 252.70921 8.613145
## 829 3.818881e-06          249   Sep  41-54,99 252.70921 8.613145
## 830 3.584594e-06          162   Feb 70-249,99 158.40637 8.613145
## 831 3.584594e-06          162   Feb 70-249,99 158.40637 8.613145
## 832 3.420347e-06          200   Aug  55-69,99 203.51034 8.613145
## 833 3.382354e-06          260   Oct  41-54,99 256.50921 8.613145
## 834 3.382354e-06          260   Oct  41-54,99 256.50921 8.613145
## 835 3.220738e-06          155   Feb 70-249,99 158.40637 8.613145
## 836 3.220738e-06          155   Feb 70-249,99 158.40637 8.613145
## 837 3.125974e-06           99   May  10-29,99  95.64412 8.613145
## 838 2.895927e-06          152   Jul  30-40,99 148.76996 8.613145
## 839 2.757683e-06          164   Nov  30-40,99 167.06806 8.840215
## 840 2.627380e-06          162   Oct  30-40,99 165.07663 8.613145
## 841 2.569491e-06          214   Jan  41-54,99 217.04255 8.613145
## 842 2.518420e-06          170   Nov  30-40,99 167.06806 8.840215
## 843 2.377005e-06          181   Mar 70-249,99 183.92637 8.613145
## 844 2.312467e-06          163   Jun 70-249,99 165.88637 8.613145
## 845 1.943894e-06          168   Jul 70-249,99 170.64637 8.613145
## 846 1.831978e-06          256   Nov  41-54,99 258.50064 8.840215
## 847 1.824303e-06          181   Feb  55-69,99 183.56367 8.613145
## 848 1.824303e-06          181   Feb  55-69,99 183.56367 8.613145
## 849 1.824303e-06          181   Feb  55-69,99 183.56367 8.613145
## 850 1.813232e-06           86   Jul  10-29,99  83.44412 8.613145
## 851 1.776645e-06          134   Feb  30-40,99 136.52996 8.613145
## 852 1.481574e-06          206   Sep  55-69,99 208.31034 8.613145
## 853 1.456605e-06          255   Sep  41-54,99 252.70921 8.613145
## 854 1.163038e-06          189   Oct 70-249,99 186.95303 8.613145
## 855 1.163038e-06          189   Oct 70-249,99 186.95303 8.613145
## 856 9.788950e-07          257   Dec  41-54,99 255.17207 8.840215
## 857 9.788950e-07          257   Dec  41-54,99 255.17207 8.840215
## 858 8.892438e-07          100   Nov  10-29,99 101.74222 8.840215
## 859 7.872606e-07           77   Jun  10-29,99  78.68412 8.613145
## 860 7.872606e-07           77   Jun  10-29,99  78.68412 8.613145
## 861 7.503078e-07           94   May  10-29,99  95.64412 8.613145
## 862 4.523786e-07          160   Sep  30-40,99 161.27663 8.613145
## 863 4.199612e-07          150   Jul  30-40,99 148.76996 8.613145
## 864 4.024500e-07           70   Feb  10-29,99  71.20412 8.613145
## 865 3.675886e-07           90   Aug  10-29,99  91.15079 8.613145
## 866 2.755361e-07          209   May  55-69,99 208.00367 8.613145
## 867 2.611454e-07          160   May  30-40,99 160.96996 8.613145
## 868 1.792786e-07          195   Jul  55-69,99 195.80367 8.613145
## 869 1.792786e-07          195   Jul  55-69,99 195.80367 8.613145
## 870 1.758198e-07           72   Feb  10-29,99  71.20412 8.613145
## 871 1.758198e-07           72   Feb  10-29,99  71.20412 8.613145
## 872 8.576989e-08           84   Jul  10-29,99  83.44412 8.613145
## 873 8.576989e-08           84   Jul  10-29,99  83.44412 8.613145
## 874 7.795839e-08          136   Feb  30-40,99 136.52996 8.613145
## 875 6.463257e-08          253   Mar  41-54,99 253.48255 8.613145
## 876 6.463257e-08          253   Mar  41-54,99 253.48255 8.613145
## 877 6.132498e-08          137   Feb  30-40,99 136.52996 8.613145
## 878 6.132498e-08          137   Feb  30-40,99 136.52996 8.613145
## 879 4.583629e-08          158   Feb 70-249,99 158.40637 8.613145
## 880 4.062017e-08           93   Apr  10-29,99  92.61745 8.613145
## 881 2.769601e-08           79   Jun  10-29,99  78.68412 8.613145
## 882 2.112581e-08           97   Mar  10-29,99  96.72412 8.613145
## 883 9.023233e-09          180   Apr 70-249,99 179.81970 8.613145
## 884 9.023233e-09          180   Apr 70-249,99 179.81970 8.613145
## 885 6.500499e-09          183   Sep 70-249,99 183.15303 8.613145
## 886 6.500499e-09          183   Sep 70-249,99 183.15303 8.613145
## 887 6.310990e-09           91   Aug  10-29,99  91.15079 8.613145
## 888 8.924867e-10          158   Apr  30-40,99 157.94330 8.613145
## 889 8.924867e-10          158   Apr  30-40,99 157.94330 8.613145
## 890 8.924867e-10          158   Apr  30-40,99 157.94330 8.613145
##            .resid       .hat   .sigma    .std.resid
## 1    271.49935795 0.01878010 63.87491  4.2488530066
## 2    255.49078652 0.01782772 63.95253  3.9963864703
## 3    246.89823435 0.01878010 63.99134  3.8638555659
## 4    246.22680578 0.01878010 63.99436  3.8533479856
## 5    244.09078652 0.01782772 64.00444  3.8180676887
## 6    234.68966292 0.01782772 64.04544  3.6710153286
## 7    229.95745318 0.01782772 64.06546  3.5969941115
## 8    225.95632959 0.01782772 64.08206  3.5344085427
## 9    219.49935795 0.01878010 64.10780  3.4350744473
## 10   215.82792937 0.01878010 64.12235  3.3776181040
## 11   219.49078652 0.01782772 64.10826  3.4332745284
## 12   219.29078652 0.01782772 64.10906  3.4301461287
## 13   217.48966292 0.01782772 64.11621  3.4019729564
## 14   208.88966292 0.01782772 64.14956  3.2674517702
## 15   203.51745318 0.01782772 64.16969  3.1834196742
## 16   198.88966292 0.01782772 64.18661  3.1110317864
## 17   189.99632959 0.01782772 64.21803  2.9719222807
## 18   184.19632959 0.01782772 64.23773  2.8811986901
## 19   181.79745318 0.01782772 64.24570  2.8436754692
## 20   173.82792937 0.01878010 64.27115  2.7203354216
## 21   178.09078652 0.01782772 64.25781  2.7856957952
## 22   177.35632959 0.01782772 64.26018  2.7742074211
## 23   172.55745318 0.01782772 64.27541  2.6991434042
## 24   170.62411985 0.01782772 64.28143  2.6689022073
## 25   168.92337079 0.01782772 64.28667  2.6422990932
## 26   159.26051364 0.01878010 64.31520  2.4923613718
## 27   161.59745318 0.01782772 64.30863  2.5277071019
## 28   160.51745318 0.01782772 64.31178  2.5108137436
## 29  -158.48254682 0.01782772 64.31767 -2.4789837415
## 30   153.38410915 0.01878010 64.33188  2.4003980645
## 31   152.89823435 0.01878010 64.33323  2.3927943242
## 32   152.22680578 0.01878010 64.33509  2.3822867439
## 33   149.05553772 0.01878010 64.34375  2.3326577064
## 34   151.91632959 0.01782772 64.33615  2.3762749822
## 35   151.59745318 0.01782772 64.33702  2.3712871180
## 36  -145.50064205 0.01878010 64.35325 -2.2770250550
## 37   149.03745318 0.01782772 64.34400  2.3312436021
## 38  -148.50921348 0.01782772 64.34542 -2.3229808776
## 39  -148.40254682 0.01782772 64.34571 -2.3213123978
## 40   140.93194222 0.01878010 64.36512  2.2055267863
## 41  -142.96254682 0.01782772 64.36007 -2.2362199265
## 42   142.29078652 0.01782772 64.36181  2.2257122530
## 43   140.91632959 0.01782772 64.36533  2.2042130000
## 44   140.72337079 0.01782772 64.36583  2.2011947387
## 45   140.52337079 0.01782772 64.36634  2.1980663390
## 46   137.43632959 0.01782772 64.37411  2.1497788456
## 47  -137.37588015 0.01782772 64.37426 -2.1488332956
## 48  -137.04254682 0.01782772 64.37509 -2.1436192961
## 49  -135.44254682 0.01782772 64.37904 -2.1185920987
## 50   134.68966292 0.01782772 64.38088  2.1068154900
## 51   129.38410915 0.01878010 64.39342  2.0248079602
## 52  -132.00367041 0.01782772 64.38737 -2.0648011995
## 53  -130.90921348 0.01782772 64.38997 -2.0476817060
## 54   129.55745318 0.01782772 64.39316  2.0265374736
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## 628  -16.61745318 0.01782772 64.54249 -0.2599301759
## 629   16.38254682 0.01782772 64.54256  0.2562557709
## 630  -16.31033708 0.01782772 64.54258 -0.2551262663
## 631  -16.28411985 0.01782772 64.54259 -0.2547161764
## 632  -16.27662921 0.01782772 64.54259 -0.2545990079
## 633  -15.77319422 0.01878010 64.54274 -0.2468439859
## 634   16.02299625 0.01782772 64.54267  0.2506316816
## 635  -15.94329588 0.01782772 64.54269 -0.2493850084
## 636  -15.90921348 0.01782772 64.54270 -0.2488518916
## 637   15.88966292 0.01782772 64.54271  0.2485460818
## 638   15.88966292 0.01782772 64.54271  0.2485460818
## 639   15.88966292 0.01782772 64.54271  0.2485460818
## 640  -15.64367041 0.01782772 64.54278 -0.2446982673
## 641  -15.64367041 0.01782772 64.54278 -0.2446982673
## 642   15.59363296 0.01782772 64.54279  0.2439155816
## 643  -15.51033708 0.01782772 64.54281 -0.2426126675
## 644  -15.06805778 0.01878010 64.54293 -0.2358088914
## 645  -15.06805778 0.01878010 64.54293 -0.2358088914
## 646  -15.06805778 0.01878010 64.54293 -0.2358088914
## 647   15.29078652 0.01782772 64.54288  0.2391784580
## 648   15.29078652 0.01782772 64.54288  0.2391784580
## 649  -15.20411985 0.01782772 64.54290 -0.2378228182
## 650  -15.15078652 0.01782772 64.54291 -0.2369885782
## 651  -15.07662921 0.01782772 64.54293 -0.2358286098
## 652   15.07363296 0.01782772 64.54293  0.2357817424
## 653   14.58635634 0.01878010 64.54306  0.2282704624
## 654  -14.97700375 0.01782772 64.54296 -0.2342702684
## 655  -14.75078652 0.01782772 64.54302 -0.2307317789
## 656  -14.75078652 0.01782772 64.54302 -0.2307317789
## 657  -14.64367041 0.01782772 64.54305 -0.2290562689
## 658  -14.56367041 0.01782772 64.54307 -0.2278049091
## 659  -14.56367041 0.01782772 64.54307 -0.2278049091
## 660   14.51745318 0.01782772 64.54308  0.2270819793
## 661   14.51745318 0.01782772 64.54308  0.2270819793
## 662  -14.51033708 0.01782772 64.54309 -0.2269706692
## 663  -14.51033708 0.01782772 64.54309 -0.2269706692
## 664  -14.48636704 0.01782772 64.54309 -0.2265957299
## 665  -13.74221509 0.01878010 64.54328 -0.2150599999
## 666   13.95003745 0.01782772 64.54323  0.2182064633
## 667   13.95003745 0.01782772 64.54323  0.2182064633
## 668   13.92337079 0.01782772 64.54324  0.2177893434
## 669   13.92337079 0.01782772 64.54324  0.2177893434
## 670  -13.72411985 0.01782772 64.54329 -0.2146726605
## 671  -13.72411985 0.01782772 64.54329 -0.2146726605
## 672  -13.40636704 0.01782772 64.54336 -0.2097023716
## 673   13.35588015 0.01782772 64.54338  0.2089126557
## 674   13.35588015 0.01782772 64.54338  0.2089126557
## 675  -13.35303371 0.01782772 64.54338 -0.2088681317
## 676   13.18029963 0.01782772 64.54342  0.2061662255
## 677  -13.15303371 0.01782772 64.54342 -0.2057397320
## 678  -13.15303371 0.01782772 64.54342 -0.2057397320
## 679   13.03003745 0.01782772 64.54345  0.2038158248
## 680   12.99003745 0.01782772 64.54346  0.2031901449
## 681   12.79745318 0.01782772 64.54351  0.2001777420
## 682   12.79745318 0.01782772 64.54351  0.2001777420
## 683  -12.75078652 0.01782772 64.54352 -0.1994477821
## 684   12.72337079 0.01782772 64.54352  0.1990189453
## 685   12.71588015 0.01782772 64.54353  0.1989017768
## 686   12.59745318 0.01782772 64.54355  0.1970493424
## 687   12.59745318 0.01782772 64.54355  0.1970493424
## 688  -12.48636704 0.01782772 64.54358 -0.1953117331
## 689  -12.48636704 0.01782772 64.54358 -0.1953117331
## 690  -12.31033708 0.01782772 64.54362 -0.1925582727
## 691  -12.31033708 0.01782772 64.54362 -0.1925582727
## 692  -12.20254682 0.01782772 64.54364 -0.1908722176
## 693  -11.74221509 0.01878010 64.54374 -0.1837608246
## 694   11.79588015 0.01782772 64.54373  0.1845111383
## 695   11.79588015 0.01782772 64.54373  0.1845111383
## 696  -11.41364366 0.01878010 64.54381 -0.1786188172
## 697   11.71588015 0.01782772 64.54375  0.1832597784
## 698  -11.47662921 0.01782772 64.54380 -0.1795174156
## 699  -11.06805778 0.01878010 64.54388 -0.1732105407
## 700   11.35588015 0.01782772 64.54382  0.1776286590
## 701   11.31588015 0.01782772 64.54383  0.1770029790
## 702  -11.15078652 0.01782772 64.54386 -0.1744205847
## 703  -11.15078652 0.01782772 64.54386 -0.1744205847
## 704  -11.07662921 0.01782772 64.54388 -0.1732606163
## 705   11.03003745 0.01782772 64.54389  0.1725318280
## 706   10.95632959 0.01782772 64.54390  0.1713788897
## 707   10.91632959 0.01782772 64.54391  0.1707532098
## 708  -10.61745318 0.01782772 64.54397 -0.1660781856
## 709  -10.44411985 0.01782772 64.54400 -0.1633669058
## 710  -10.40636704 0.01782772 64.54401 -0.1627763765
## 711   10.38254682 0.01782772 64.54401  0.1624037805
## 712  -10.37588015 0.01782772 64.54401 -0.1622995006
## 713  -10.08367041 0.01782772 64.54407 -0.1577287563
## 714  -10.08367041 0.01782772 64.54407 -0.1577287563
## 715  -10.00996255 0.01782772 64.54408 -0.1565758180
## 716    9.99632959 0.01782772 64.54408  0.1563625713
## 717   -9.95078652 0.01782772 64.54409 -0.1556501866
## 718   -9.94329588 0.01782772 64.54409 -0.1555330181
## 719    9.88966292 0.01782772 64.54410  0.1546940915
## 720    9.88966292 0.01782772 64.54410  0.1546940915
## 721    9.88966292 0.01782772 64.54410  0.1546940915
## 722   -9.61589085 0.01878010 64.54415 -0.1504847270
## 723   -9.61589085 0.01878010 64.54415 -0.1504847270
## 724    9.84921348 0.01782772 64.54411  0.1540613814
## 725   -9.52996255 0.01782772 64.54417 -0.1490676588
## 726   -9.52996255 0.01782772 64.54417 -0.1490676588
## 727    9.35588015 0.01782772 64.54420  0.1463446622
## 728    9.03745318 0.01782772 64.54425  0.1413638281
## 729   -8.77319422 0.01878010 64.54429 -0.1372968722
## 730   -8.77319422 0.01878010 64.54429 -0.1372968722
## 731   -8.74221509 0.01878010 64.54430 -0.1368120615
## 732    8.92337079 0.01782772 64.54427  0.1395793514
## 733    8.84921348 0.01782772 64.54428  0.1384193830
## 734    8.58635634 0.01878010 64.54432  0.1343729364
## 735    8.58635634 0.01878010 64.54432  0.1343729364
## 736   -8.72411985 0.01782772 64.54430 -0.1364626686
## 737   -8.64636704 0.01782772 64.54431 -0.1352464593
## 738   -8.64411985 0.01782772 64.54431 -0.1352113087
## 739   -8.64411985 0.01782772 64.54431 -0.1352113087
## 740   -8.61745318 0.01782772 64.54432 -0.1347941888
## 741   -8.61745318 0.01782772 64.54432 -0.1347941888
## 742    8.59745318 0.01782772 64.54432  0.1344813488
## 743   -8.52996255 0.01782772 64.54433 -0.1334256604
## 744   -8.47662921 0.01782772 64.54434 -0.1325914205
## 745   -8.47662921 0.01782772 64.54434 -0.1325914205
## 746    8.38254682 0.01782772 64.54435  0.1311197838
## 747    8.35363296 0.01782772 64.54436  0.1306675133
## 748    8.35363296 0.01782772 64.54436  0.1306675133
## 749   -8.20411985 0.01782772 64.54438 -0.1283288295
## 750    8.05670412 0.01782772 64.54440  0.1260229528
## 751    8.04921348 0.01782772 64.54440  0.1259057843
## 752   -7.84636704 0.01782772 64.54443 -0.1227328606
## 753    7.79588015 0.01782772 64.54444  0.1219431447
## 754    7.49935795 0.01878010 64.54448  0.1173618597
## 755   -7.60996255 0.01782772 64.54446 -0.1190350219
## 756   -7.60996255 0.01782772 64.54446 -0.1190350219
## 757   -7.52996255 0.01782772 64.54448 -0.1177836620
## 758   -7.47662921 0.01782772 64.54448 -0.1169494221
## 759   -7.40254682 0.01782772 64.54449 -0.1157906254
## 760    7.39003745 0.01782772 64.54449  0.1155949539
## 761    7.39003745 0.01782772 64.54449  0.1155949539
## 762   -7.27662921 0.01782772 64.54451 -0.1138210224
## 763   -7.27662921 0.01782772 64.54451 -0.1138210224
## 764    7.27588015 0.01782772 64.54451  0.1138093056
## 765    7.23003745 0.01782772 64.54452  0.1130922342
## 766   -7.20411985 0.01782772 64.54452 -0.1126868311
## 767    7.19632959 0.01782772 64.54452  0.1125649758
## 768    7.18029963 0.01782772 64.54452  0.1123142352
## 769    7.11363296 0.01782772 64.54453  0.1112714353
## 770   -6.96254682 0.01782772 64.54455 -0.1089081461
## 771   -6.95078652 0.01782772 64.54455 -0.1087241915
## 772   -6.95078652 0.01782772 64.54455 -0.1087241915
## 773   -6.94329588 0.01782772 64.54455 -0.1086070229
## 774   -6.92636704 0.01782772 64.54455 -0.1083422221
## 775   -6.92636704 0.01782772 64.54455 -0.1083422221
## 776   -6.60996255 0.01782772 64.54459 -0.1033930235
## 777    6.49078652 0.01782772 64.54461  0.1015288722
## 778   -6.47662921 0.01782772 64.54461 -0.1013074237
## 779   -6.44411985 0.01782772 64.54461 -0.1007989123
## 780    6.25778491 0.01878010 64.54463  0.0979317536
## 781    6.25778491 0.01878010 64.54463  0.0979317536
## 782    6.39003745 0.01782772 64.54462  0.0999529555
## 783   -6.35303371 0.01782772 64.54462 -0.0993741430
## 784   -6.35303371 0.01782772 64.54462 -0.0993741430
## 785    6.31588015 0.01782772 64.54463  0.0987929871
## 786   -6.27662921 0.01782772 64.54463 -0.0981790240
## 787   -6.10176565 0.01878010 64.54465 -0.0954901165
## 788    6.24921348 0.01782772 64.54463  0.0977501872
## 789    6.23003745 0.01782772 64.54464  0.0974502358
## 790    5.89823435 0.01878010 64.54467  0.0923049356
## 791    6.03003745 0.01782772 64.54466  0.0943218361
## 792    6.03003745 0.01782772 64.54466  0.0943218361
## 793    6.02299625 0.01782772 64.54466  0.0942116977
## 794    6.02299625 0.01782772 64.54466  0.0942116977
## 795   -5.96254682 0.01782772 64.54467 -0.0932661477
## 796   -5.96254682 0.01782772 64.54467 -0.0932661477
## 797    5.84696629 0.01782772 64.54468  0.0914582373
## 798    5.64696629 0.01782772 64.54470  0.0883298376
## 799   -5.64411985 0.01782772 64.54470 -0.0882853136
## 800    5.39003745 0.01782772 64.54472  0.0843109571
## 801    5.39003745 0.01782772 64.54472  0.0843109571
## 802   -5.31033708 0.01782772 64.54473 -0.0830642840
## 803    5.27588015 0.01782772 64.54474  0.0825253088
## 804   -5.10176565 0.01878010 64.54475 -0.0798405289
## 805   -5.10176565 0.01878010 64.54475 -0.0798405289
## 806   -5.20411985 0.01782772 64.54474 -0.0814028343
## 807   -5.04996255 0.01782772 64.54476 -0.0789915060
## 808   -5.04996255 0.01782772 64.54476 -0.0789915060
## 809   -5.00996255 0.01782772 64.54476 -0.0783658261
## 810   -5.00996255 0.01782772 64.54476 -0.0783658261
## 811    4.91632959 0.01782772 64.54477  0.0769012195
## 812   -4.75078652 0.01782772 64.54478 -0.0743117950
## 813   -4.72411985 0.01782772 64.54479 -0.0738946751
## 814   -4.72411985 0.01782772 64.54479 -0.0738946751
## 815   -4.72411985 0.01782772 64.54479 -0.0738946751
## 816    4.71588015 0.01782772 64.54479  0.0737657897
## 817   -4.41364366 0.01878010 64.54481 -0.0690717034
## 818   -4.44411985 0.01782772 64.54481 -0.0695149155
## 819   -4.44254682 0.01782772 64.54481 -0.0694903101
## 820   -4.15078652 0.01782772 64.54483 -0.0649265960
## 821    4.09078652 0.01782772 64.54484  0.0639880761
## 822    4.04921348 0.01782772 64.54484  0.0633377908
## 823    4.04921348 0.01782772 64.54484  0.0633377908
## 824   -3.96996255 0.01782772 64.54485 -0.0620981477
## 825   -3.88636704 0.01782772 64.54485 -0.0607905470
## 826   -3.88636704 0.01782772 64.54485 -0.0607905470
## 827   -3.75078652 0.01782772 64.54486 -0.0586697966
## 828   -3.70921348 0.01782772 64.54486 -0.0580195113
## 829   -3.70921348 0.01782772 64.54486 -0.0580195113
## 830    3.59363296 0.01782772 64.54487  0.0562116009
## 831    3.59363296 0.01782772 64.54487  0.0562116009
## 832   -3.51033708 0.01782772 64.54488 -0.0549086869
## 833    3.49078652 0.01782772 64.54488  0.0546028771
## 834    3.49078652 0.01782772 64.54488  0.0546028771
## 835   -3.40636704 0.01782772 64.54488 -0.0532823878
## 836   -3.40636704 0.01782772 64.54488 -0.0532823878
## 837    3.35588015 0.01782772 64.54489  0.0524926719
## 838    3.23003745 0.01782772 64.54489  0.0505242406
## 839   -3.06805778 0.01878010 64.54490 -0.0480138393
## 840   -3.07662921 0.01782772 64.54490 -0.0481246292
## 841   -3.04254682 0.01782772 64.54490 -0.0475915124
## 842    2.93194222 0.01878010 64.54491  0.0458836868
## 843   -2.92636704 0.01782772 64.54491 -0.0457742285
## 844   -2.88636704 0.01782772 64.54491 -0.0451485486
## 845   -2.64636704 0.01782772 64.54492 -0.0413944690
## 846   -2.50064205 0.01878010 64.54493 -0.0391340171
## 847   -2.56367041 0.01782772 64.54493 -0.0401009284
## 848   -2.56367041 0.01782772 64.54493 -0.0401009284
## 849   -2.56367041 0.01782772 64.54493 -0.0401009284
## 850    2.55588015 0.01782772 64.54493  0.0399790732
## 851   -2.52996255 0.01782772 64.54493 -0.0395736701
## 852   -2.31033708 0.01782772 64.54494 -0.0361382889
## 853    2.29078652 0.01782772 64.54494  0.0358324790
## 854    2.04696629 0.01782772 64.54495  0.0320186434
## 855    2.04696629 0.01782772 64.54495  0.0320186434
## 856    1.82792937 0.01878010 64.54496  0.0286063410
## 857    1.82792937 0.01878010 64.54496  0.0286063410
## 858   -1.74221509 0.01878010 64.54496 -0.0272649478
## 859   -1.68411985 0.01782772 64.54496 -0.0263430000
## 860   -1.68411985 0.01782772 64.54496 -0.0263430000
## 861   -1.64411985 0.01782772 64.54496 -0.0257173200
## 862   -1.27662921 0.01782772 64.54497 -0.0199690321
## 863    1.23003745 0.01782772 64.54497  0.0192402439
## 864   -1.20411985 0.01782772 64.54497 -0.0188348408
## 865   -1.15078652 0.01782772 64.54498 -0.0180006008
## 866    0.99632959 0.01782772 64.54498  0.0155845858
## 867   -0.96996255 0.01782772 64.54498 -0.0151721526
## 868   -0.80367041 0.01782772 64.54498 -0.0125710113
## 869   -0.80367041 0.01782772 64.54498 -0.0125710113
## 870    0.79588015 0.01782772 64.54498  0.0124491560
## 871    0.79588015 0.01782772 64.54498  0.0124491560
## 872    0.55588015 0.01782772 64.54498  0.0086950764
## 873    0.55588015 0.01782772 64.54498  0.0086950764
## 874   -0.52996255 0.01782772 64.54498 -0.0082896733
## 875   -0.48254682 0.01782772 64.54499 -0.0075479965
## 876   -0.48254682 0.01782772 64.54499 -0.0075479965
## 877    0.47003745 0.01782772 64.54499  0.0073523251
## 878    0.47003745 0.01782772 64.54499  0.0073523251
## 879   -0.40636704 0.01782772 64.54499 -0.0063563926
## 880    0.38254682 0.01782772 64.54499  0.0059837967
## 881    0.31588015 0.01782772 64.54499  0.0049409968
## 882    0.27588015 0.01782772 64.54499  0.0043153169
## 883    0.18029963 0.01782772 64.54499  0.0028202465
## 884    0.18029963 0.01782772 64.54499  0.0028202465
## 885   -0.15303371 0.01782772 64.54499 -0.0023937530
## 886   -0.15303371 0.01782772 64.54499 -0.0023937530
## 887   -0.15078652 0.01782772 64.54499 -0.0023586025
## 888    0.05670412 0.01782772 64.54499  0.0008869658
## 889    0.05670412 0.01782772 64.54499  0.0008869658
## 890    0.05670412 0.01782772 64.54499  0.0008869658

Overlay fitted values to previous plot.

p + geom_line(data = predicted_transa, aes(month, .fitted, group = 1), 
              color = "red",
              size = 2) +
  labs(caption = "Red line: model fit of seasonal effect to number of transactions.\nSource: Estonian Land Board, transactions database.")

The number of transactions increases during period from March to May?

Do we have similar effect to average price per m^2?

predicted_pua <- harju %>% 
  lm(price_unit_area_mean ~ month + area, data = .) %>%
  augment()
predicted_pua
##     price_unit_area_mean month      area  .fitted  .se.fit      .resid
## 1                 766.69   Jan  10-29,99 1167.756 36.64060 -401.066026
## 2                 738.23   Jan  30-40,99 1143.193 36.64060 -404.963105
## 3                 719.91   Jan  41-54,99 1159.304 36.64060 -439.393723
## 4                 699.59   Jan  55-69,99 1166.595 36.64060 -467.004566
## 5                 886.06   Jan 70-249,99 1347.656 36.64060 -461.595914
## 6                 705.96   Feb  10-29,99 1175.696 36.64060 -469.736293
## 7                 764.69   Feb  30-40,99 1151.133 36.64060 -386.443372
## 8                 704.45   Feb  41-54,99 1167.244 36.64060 -462.793990
## 9                 711.18   Feb  55-69,99 1174.535 36.64060 -463.354832
## 10                882.86   Feb 70-249,99 1355.596 36.64060 -472.736181
## 11                776.09   Mar  10-29,99 1200.768 36.64060 -424.678026
## 12                776.16   Mar  30-40,99 1176.205 36.64060 -400.045105
## 13                763.75   Mar  41-54,99 1192.316 36.64060 -428.565723
## 14                724.00   Mar  55-69,99 1199.607 36.64060 -475.606566
## 15                859.89   Mar 70-249,99 1380.668 36.64060 -520.777914
## 16                778.80   Apr  10-29,99 1193.430 36.64060 -414.629626
## 17                783.59   Apr  30-40,99 1168.867 36.64060 -385.276705
## 18                817.39   Apr  41-54,99 1184.977 36.64060 -367.587323
## 19                804.49   Apr  55-69,99 1192.268 36.64060 -387.778166
## 20                882.92   Apr 70-249,99 1373.330 36.64060 -490.409514
## 21                779.35   May  10-29,99 1188.790 36.64060 -409.439760
## 22                818.27   May  30-40,99 1164.227 36.64060 -345.956838
## 23                798.03   May  41-54,99 1180.337 36.64060 -382.307456
## 24                767.60   May  55-69,99 1187.628 36.64060 -420.028299
## 25                905.80   May 70-249,99 1368.690 36.64060 -462.889647
## 26                859.31   Jun  10-29,99 1193.928 36.64060 -334.618293
## 27                870.51   Jun  30-40,99 1169.365 36.64060 -298.855372
## 28                799.51   Jun  41-54,99 1185.476 36.64060 -385.965990
## 29                806.55   Jun  55-69,99 1192.767 36.64060 -386.216832
## 30                957.21   Jun 70-249,99 1373.828 36.64060 -416.618181
## 31                845.93   Jul  10-29,99 1175.566 36.64060 -329.636160
## 32                860.08   Jul  30-40,99 1151.003 36.64060 -290.923238
## 33                819.97   Jul  41-54,99 1167.114 36.64060 -347.143856
## 34                778.50   Jul  55-69,99 1174.405 36.64060 -395.904699
## 35               1006.41   Jul 70-249,99 1355.466 36.64060 -349.056047
## 36                888.78   Aug  10-29,99 1221.775 36.64060 -332.994960
## 37                888.54   Aug  30-40,99 1197.212 36.64060 -308.672038
## 38                816.49   Aug  41-54,99 1213.323 36.64060 -396.832656
## 39                792.00   Aug  55-69,99 1220.613 36.64060 -428.613499
## 40                982.25   Aug 70-249,99 1401.675 36.64060 -419.424847
## 41               1010.27   Sep  10-29,99 1224.801 36.64060 -214.531093
## 42                941.44   Sep  30-40,99 1200.238 36.64060 -258.798172
## 43                909.09   Sep  41-54,99 1216.349 36.64060 -307.258790
## 44                877.24   Sep  55-69,99 1223.640 36.64060 -346.399632
## 45                947.69   Sep 70-249,99 1404.701 36.64060 -457.010981
## 46                968.43   Oct  10-29,99 1215.179 36.64060 -246.748560
## 47                819.03   Oct  30-40,99 1190.616 36.64060 -371.585638
## 48                847.90   Oct  41-54,99 1206.726 36.64060 -358.826256
## 49                872.47   Oct  55-69,99 1214.017 36.64060 -341.547099
## 50               1045.09   Oct 70-249,99 1395.078 36.64060 -349.988447
## 51               1112.38   Nov  10-29,99 1197.360 37.60656  -84.979645
## 52               1051.20   Nov  30-40,99 1172.797 37.60656 -121.596724
## 53                959.36   Nov  41-54,99 1188.907 37.60656 -229.547342
## 54                929.31   Nov  55-69,99 1196.198 37.60656 -266.888185
## 55               1064.93   Nov 70-249,99 1377.260 37.60656 -312.329533
## 56               1298.98   Dec  10-29,99 1222.436 37.60656   76.544069
## 57               1136.87   Dec  30-40,99 1197.873 37.60656  -61.003010
## 58               1060.89   Dec  41-54,99 1213.984 37.60656 -153.093628
## 59                985.15   Dec  55-69,99 1221.274 37.60656 -236.124470
## 60               1076.25   Dec 70-249,99 1402.336 37.60656 -326.085819
## 61               1202.39   Jan  10-29,99 1167.756 36.64060   34.633974
## 62               1104.36   Jan  30-40,99 1143.193 36.64060  -38.833105
## 63               1016.36   Jan  41-54,99 1159.304 36.64060 -142.943723
## 64               1007.88   Jan  55-69,99 1166.595 36.64060 -158.714566
## 65               1124.67   Jan 70-249,99 1347.656 36.64060 -222.985914
## 66               1392.61   Feb  10-29,99 1175.696 36.64060  216.913707
## 67               1343.24   Feb  30-40,99 1151.133 36.64060  192.106628
## 68               1200.32   Feb  41-54,99 1167.244 36.64060   33.076010
## 69               1119.66   Feb  55-69,99 1174.535 36.64060  -54.874832
## 70               1205.35   Feb 70-249,99 1355.596 36.64060 -150.246181
## 71               1215.19   Mar  10-29,99 1200.768 36.64060   14.421974
## 72               1259.87   Mar  30-40,99 1176.205 36.64060   83.664895
## 73               1126.32   Mar  41-54,99 1192.316 36.64060  -65.995723
## 74               1097.07   Mar  55-69,99 1199.607 36.64060 -102.536566
## 75               1212.55   Mar 70-249,99 1380.668 36.64060 -168.117914
## 76               1374.94   Apr  10-29,99 1193.430 36.64060  181.510374
## 77               1296.08   Apr  30-40,99 1168.867 36.64060  127.213295
## 78               1213.02   Apr  41-54,99 1184.977 36.64060   28.042677
## 79               1170.47   Apr  55-69,99 1192.268 36.64060  -21.798166
## 80               1298.52   Apr 70-249,99 1373.330 36.64060  -74.809514
## 81               1429.55   May  10-29,99 1188.790 36.64060  240.760240
## 82               1394.81   May  30-40,99 1164.227 36.64060  230.583162
## 83               1198.85   May  41-54,99 1180.337 36.64060   18.512544
## 84               1167.35   May  55-69,99 1187.628 36.64060  -20.278299
## 85               1287.25   May 70-249,99 1368.690 36.64060  -81.439647
## 86               1443.99   Jun  10-29,99 1193.928 36.64060  250.061707
## 87               1339.91   Jun  30-40,99 1169.365 36.64060  170.544628
## 88               1222.91   Jun  41-54,99 1185.476 36.64060   37.434010
## 89               1188.10   Jun  55-69,99 1192.767 36.64060   -4.666832
## 90               1335.12   Jun 70-249,99 1373.828 36.64060  -38.708181
## 91               1477.89   Jul  10-29,99 1175.566 36.64060  302.323840
## 92               1370.73   Jul  30-40,99 1151.003 36.64060  219.726762
## 93               1162.30   Jul  41-54,99 1167.114 36.64060   -4.813856
## 94               1207.29   Jul  55-69,99 1174.405 36.64060   32.885301
## 95               1262.96   Jul 70-249,99 1355.466 36.64060  -92.506047
## 96               1452.69   Aug  10-29,99 1221.775 36.64060  230.915040
## 97               1342.30   Aug  30-40,99 1197.212 36.64060  145.087962
## 98               1280.71   Aug  41-54,99 1213.323 36.64060   67.387344
## 99               1238.31   Aug  55-69,99 1220.613 36.64060   17.696501
## 100              1470.18   Aug 70-249,99 1401.675 36.64060   68.505153
## 101              1449.79   Sep  10-29,99 1224.801 36.64060  224.988907
## 102              1387.06   Sep  30-40,99 1200.238 36.64060  186.821828
## 103              1380.55   Sep  41-54,99 1216.349 36.64060  164.201210
## 104              1377.30   Sep  55-69,99 1223.640 36.64060  153.660368
## 105              1438.80   Sep 70-249,99 1404.701 36.64060   34.099019
## 106              1580.35   Oct  10-29,99 1215.179 36.64060  365.171440
## 107              1461.71   Oct  30-40,99 1190.616 36.64060  271.094362
## 108              1363.32   Oct  41-54,99 1206.726 36.64060  156.593744
## 109              1264.45   Oct  55-69,99 1214.017 36.64060   50.432901
## 110              1387.98   Oct 70-249,99 1395.078 36.64060   -7.098447
## 111              1534.35   Nov  10-29,99 1197.360 37.60656  336.990355
## 112              1340.34   Nov  30-40,99 1172.797 37.60656  167.543276
## 113              1461.78   Nov  41-54,99 1188.907 37.60656  272.872658
## 114              1405.14   Nov  55-69,99 1196.198 37.60656  208.941815
## 115              1512.21   Nov 70-249,99 1377.260 37.60656  134.950467
## 116              1543.96   Dec  10-29,99 1222.436 37.60656  321.524069
## 117              1551.39   Dec  30-40,99 1197.873 37.60656  353.516990
## 118              1499.03   Dec  41-54,99 1213.984 37.60656  285.046372
## 119              1398.47   Dec  55-69,99 1221.274 37.60656  177.195530
## 120              1528.21   Dec 70-249,99 1402.336 37.60656  125.874181
## 121              1489.97   Jan  10-29,99 1167.756 36.64060  322.213974
## 122              1463.49   Jan  30-40,99 1143.193 36.64060  320.296895
## 123              1478.36   Jan  41-54,99 1159.304 36.64060  319.056277
## 124              1366.33   Jan  55-69,99 1166.595 36.64060  199.735434
## 125              1507.00   Jan 70-249,99 1347.656 36.64060  159.344086
## 126              1605.01   Feb  10-29,99 1175.696 36.64060  429.313707
## 127              1565.63   Feb  30-40,99 1151.133 36.64060  414.496628
## 128              1457.27   Feb  41-54,99 1167.244 36.64060  290.026010
## 129              1505.07   Feb  55-69,99 1174.535 36.64060  330.535168
## 130              1566.00   Feb 70-249,99 1355.596 36.64060  210.403819
## 131              1615.97   Mar  10-29,99 1200.768 36.64060  415.201974
## 132              1599.03   Mar  30-40,99 1176.205 36.64060  422.824895
## 133              1617.83   Mar  41-54,99 1192.316 36.64060  425.514277
## 134              1485.94   Mar  55-69,99 1199.607 36.64060  286.333434
## 135              1634.58   Mar 70-249,99 1380.668 36.64060  253.912086
## 136              1725.98   Apr  10-29,99 1193.430 36.64060  532.550374
## 137              1604.90   Apr  30-40,99 1168.867 36.64060  436.033295
## 138              1615.97   Apr  41-54,99 1184.977 36.64060  430.992677
## 139              1495.62   Apr  55-69,99 1192.268 36.64060  303.351834
## 140              1579.76   Apr 70-249,99 1373.330 36.64060  206.430486
## 141              1615.85   May  10-29,99 1188.790 36.64060  427.060240
## 142              1550.06   May  30-40,99 1164.227 36.64060  385.833162
## 143              1499.15   May  41-54,99 1180.337 36.64060  318.812544
## 144              1456.40   May  55-69,99 1187.628 36.64060  268.771701
## 145              1471.56   May 70-249,99 1368.690 36.64060  102.870353
## 146              1592.15   Jun  10-29,99 1193.928 36.64060  398.221707
## 147              1650.16   Jun  30-40,99 1169.365 36.64060  480.794628
## 148              1524.03   Jun  41-54,99 1185.476 36.64060  338.554010
## 149              1504.79   Jun  55-69,99 1192.767 36.64060  312.023168
## 150              1648.59   Jun 70-249,99 1373.828 36.64060  274.761819
## 151              1512.35   Jul  10-29,99 1175.566 36.64060  336.783840
## 152              1448.29   Jul  30-40,99 1151.003 36.64060  297.286762
## 153              1518.03   Jul  41-54,99 1167.114 36.64060  350.916144
## 154              1401.99   Jul  55-69,99 1174.405 36.64060  227.585301
## 155              1593.45   Jul 70-249,99 1355.466 36.64060  237.983953
## 156              1665.78   Aug  10-29,99 1221.775 36.64060  444.005040
## 157              1513.20   Aug  30-40,99 1197.212 36.64060  315.987962
## 158              1567.51   Aug  41-54,99 1213.323 36.64060  354.187344
## 159              1460.78   Aug  55-69,99 1220.613 36.64060  240.166501
## 160              1645.09   Aug 70-249,99 1401.675 36.64060  243.415153
## 161              1540.07   Sep  10-29,99 1224.801 36.64060  315.268907
## 162              1455.00   Sep  30-40,99 1200.238 36.64060  254.761828
## 163              1502.50   Sep  41-54,99 1216.349 36.64060  286.151210
## 164              1448.42   Sep  55-69,99 1223.640 36.64060  224.780368
## 165              1716.98   Sep 70-249,99 1404.701 36.64060  312.279019
## 166              1395.42   Oct  10-29,99 1215.179 36.64060  180.241440
## 167              1423.03   Oct  30-40,99 1190.616 36.64060  232.414362
## 168              1464.55   Oct  41-54,99 1206.726 36.64060  257.823744
## 169              1373.94   Oct  55-69,99 1214.017 36.64060  159.922901
## 170              1454.92   Oct 70-249,99 1395.078 36.64060   59.841553
## 171              1445.82   Nov  10-29,99 1197.360 37.60656  248.460355
## 172              1463.88   Nov  30-40,99 1172.797 37.60656  291.083276
## 173              1437.59   Nov  41-54,99 1188.907 37.60656  248.682658
## 174              1415.95   Nov  55-69,99 1196.198 37.60656  219.751815
## 175              1644.81   Nov 70-249,99 1377.260 37.60656  267.550467
## 176              1408.61   Dec  10-29,99 1222.436 37.60656  186.174069
## 177              1446.72   Dec  30-40,99 1197.873 37.60656  248.846990
## 178              1430.08   Dec  41-54,99 1213.984 37.60656  216.096372
## 179              1452.77   Dec  55-69,99 1221.274 37.60656  231.495530
## 180              1642.67   Dec 70-249,99 1402.336 37.60656  240.334181
## 181              1453.84   Jan  10-29,99 1167.756 36.64060  286.083974
## 182              1401.28   Jan  30-40,99 1143.193 36.64060  258.086895
## 183              1445.11   Jan  41-54,99 1159.304 36.64060  285.806277
## 184              1342.27   Jan  55-69,99 1166.595 36.64060  175.675434
## 185              1652.93   Jan 70-249,99 1347.656 36.64060  305.274086
## 186              1346.96   Feb  10-29,99 1175.696 36.64060  171.263707
## 187              1330.72   Feb  30-40,99 1151.133 36.64060  179.586628
## 188              1393.97   Feb  41-54,99 1167.244 36.64060  226.726010
## 189              1377.67   Feb  55-69,99 1174.535 36.64060  203.135168
## 190              1600.32   Feb 70-249,99 1355.596 36.64060  244.723819
## 191              1378.64   Mar  10-29,99 1200.768 36.64060  177.871974
## 192              1362.93   Mar  30-40,99 1176.205 36.64060  186.724895
## 193              1388.05   Mar  41-54,99 1192.316 36.64060  195.734277
## 194              1346.14   Mar  55-69,99 1199.607 36.64060  146.533434
## 195              1485.21   Mar 70-249,99 1380.668 36.64060  104.542086
## 196              1268.78   Apr  10-29,99 1193.430 36.64060   75.350374
## 197              1323.55   Apr  30-40,99 1168.867 36.64060  154.683295
## 198              1435.86   Apr  41-54,99 1184.977 36.64060  250.882677
## 199              1350.57   Apr  55-69,99 1192.268 36.64060  158.301834
## 200              1497.40   Apr 70-249,99 1373.330 36.64060  124.070486
## 201              1418.86   May  10-29,99 1188.790 36.64060  230.070240
## 202              1332.50   May  30-40,99 1164.227 36.64060  168.273162
## 203              1391.71   May  41-54,99 1180.337 36.64060  211.372544
## 204              1319.36   May  55-69,99 1187.628 36.64060  131.731701
## 205              1557.04   May 70-249,99 1368.690 36.64060  188.350353
## 206              1543.10   Jun  10-29,99 1193.928 36.64060  349.171707
## 207              1283.34   Jun  30-40,99 1169.365 36.64060  113.974628
## 208              1325.53   Jun  41-54,99 1185.476 36.64060  140.054010
## 209              1194.89   Jun  55-69,99 1192.767 36.64060    2.123168
## 210              1327.76   Jun 70-249,99 1373.828 36.64060  -46.068181
## 211              1280.56   Jul  10-29,99 1175.566 36.64060  104.993840
## 212              1288.96   Jul  30-40,99 1151.003 36.64060  137.956762
## 213              1258.43   Jul  41-54,99 1167.114 36.64060   91.316144
## 214              1276.73   Jul  55-69,99 1174.405 36.64060  102.325301
## 215              1263.26   Jul 70-249,99 1355.466 36.64060  -92.206047
## 216              1238.77   Aug  10-29,99 1221.775 36.64060   16.995040
## 217              1282.66   Aug  30-40,99 1197.212 36.64060   85.447962
## 218              1224.98   Aug  41-54,99 1213.323 36.64060   11.657344
## 219              1283.03   Aug  55-69,99 1220.613 36.64060   62.416501
## 220              1315.78   Aug 70-249,99 1401.675 36.64060  -85.894847
## 221              1283.79   Sep  10-29,99 1224.801 36.64060   58.988907
## 222              1301.62   Sep  30-40,99 1200.238 36.64060  101.381828
## 223              1288.58   Sep  41-54,99 1216.349 36.64060   72.231210
## 224              1204.33   Sep  55-69,99 1223.640 36.64060  -19.309632
## 225              1327.53   Sep 70-249,99 1404.701 36.64060  -77.170981
## 226              1408.50   Oct  10-29,99 1215.179 36.64060  193.321440
## 227              1212.79   Oct  30-40,99 1190.616 36.64060   22.174362
## 228              1188.18   Oct  41-54,99 1206.726 36.64060  -18.546256
## 229              1220.26   Oct  55-69,99 1214.017 36.64060    6.242901
## 230              1250.06   Oct 70-249,99 1395.078 36.64060 -145.018447
## 231               866.67   Nov  10-29,99 1197.360 37.60656 -330.689645
## 232              1131.71   Nov  30-40,99 1172.797 37.60656  -41.086724
## 233              1101.69   Nov  41-54,99 1188.907 37.60656  -87.217342
## 234              1216.64   Nov  55-69,99 1196.198 37.60656   20.441815
## 235              1270.81   Nov 70-249,99 1377.260 37.60656 -106.449533
## 236              1063.52   Dec  10-29,99 1222.436 37.60656 -158.915931
## 237              1220.73   Dec  30-40,99 1197.873 37.60656   22.856990
## 238              1150.65   Dec  41-54,99 1213.984 37.60656  -63.333628
## 239              1172.62   Dec  55-69,99 1221.274 37.60656  -48.654470
## 240              1195.94   Dec 70-249,99 1402.336 37.60656 -206.395819
## 241               913.95   Jan  10-29,99 1167.756 36.64060 -253.806026
## 242               919.95   Jan  30-40,99 1143.193 36.64060 -223.243105
## 243              1027.20   Jan  41-54,99 1159.304 36.64060 -132.103723
## 244               898.14   Jan  55-69,99 1166.595 36.64060 -268.454566
## 245              1062.82   Jan 70-249,99 1347.656 36.64060 -284.835914
## 246               917.48   Feb  10-29,99 1175.696 36.64060 -258.216293
## 247               886.91   Feb  30-40,99 1151.133 36.64060 -264.223372
## 248               995.55   Feb  41-54,99 1167.244 36.64060 -171.693990
## 249              1002.57   Feb  55-69,99 1174.535 36.64060 -171.964832
## 250              1122.07   Feb 70-249,99 1355.596 36.64060 -233.526181
## 251               766.37   Mar  10-29,99 1200.768 36.64060 -434.398026
## 252               886.54   Mar  30-40,99 1176.205 36.64060 -289.665105
## 253               868.54   Mar  41-54,99 1192.316 36.64060 -323.775723
## 254               913.26   Mar  55-69,99 1199.607 36.64060 -286.346566
## 255              1152.92   Mar 70-249,99 1380.668 36.64060 -227.747914
## 256               710.28   Apr  10-29,99 1193.430 36.64060 -483.149626
## 257               788.50   Apr  30-40,99 1168.867 36.64060 -380.366705
## 258               874.36   Apr  41-54,99 1184.977 36.64060 -310.617323
## 259               892.64   Apr  55-69,99 1192.268 36.64060 -299.628166
## 260               971.65   Apr 70-249,99 1373.330 36.64060 -401.679514
## 261               992.21   May  10-29,99 1188.790 36.64060 -196.579760
## 262               734.66   May  30-40,99 1164.227 36.64060 -429.566838
## 263               867.85   May  41-54,99 1180.337 36.64060 -312.487456
## 264               923.91   May  55-69,99 1187.628 36.64060 -263.718299
## 265              1051.09   May 70-249,99 1368.690 36.64060 -317.599647
## 266               760.82   Jun  10-29,99 1193.928 36.64060 -433.108293
## 267               729.63   Jun  30-40,99 1169.365 36.64060 -439.735372
## 268               822.23   Jun  41-54,99 1185.476 36.64060 -363.245990
## 269               815.91   Jun  55-69,99 1192.767 36.64060 -376.856832
## 270               917.46   Jun 70-249,99 1373.828 36.64060 -456.368181
## 271               421.50   Jul  10-29,99 1175.566 36.64060 -754.066160
## 272               668.36   Jul  30-40,99 1151.003 36.64060 -482.643238
## 273               686.42   Jul  41-54,99 1167.114 36.64060 -480.693856
## 274               758.19   Jul  55-69,99 1174.405 36.64060 -416.214699
## 275               968.41   Jul 70-249,99 1355.466 36.64060 -387.056047
## 276               667.93   Aug  10-29,99 1221.775 36.64060 -553.844960
## 277               832.94   Aug  30-40,99 1197.212 36.64060 -364.272038
## 278               648.44   Aug  41-54,99 1213.323 36.64060 -564.882656
## 279               780.74   Aug  55-69,99 1220.613 36.64060 -439.873499
## 280               982.33   Aug 70-249,99 1401.675 36.64060 -419.344847
## 281               601.43   Sep  10-29,99 1224.801 36.64060 -623.371093
## 282               650.41   Sep  30-40,99 1200.238 36.64060 -549.828172
## 283               749.59   Sep  41-54,99 1216.349 36.64060 -466.758790
## 284               749.51   Sep  55-69,99 1223.640 36.64060 -474.129632
## 285               939.80   Sep 70-249,99 1404.701 36.64060 -464.900981
## 286               717.81   Oct  10-29,99 1215.179 36.64060 -497.368560
## 287               714.72   Oct  30-40,99 1190.616 36.64060 -475.895638
## 288               788.24   Oct  41-54,99 1206.726 36.64060 -418.486256
## 289               819.65   Oct  55-69,99 1214.017 36.64060 -394.367099
## 290               941.40   Oct 70-249,99 1395.078 36.64060 -453.678447
## 291               701.59   Nov  10-29,99 1197.360 37.60656 -495.769645
## 292               699.03   Nov  30-40,99 1172.797 37.60656 -473.766724
## 293               763.19   Nov  41-54,99 1188.907 37.60656 -425.717342
## 294               755.56   Nov  55-69,99 1196.198 37.60656 -440.638185
## 295               932.06   Nov 70-249,99 1377.260 37.60656 -445.199533
## 296               684.34   Dec  10-29,99 1222.436 37.60656 -538.095931
## 297               722.66   Dec  30-40,99 1197.873 37.60656 -475.213010
## 298               753.37   Dec  41-54,99 1213.984 37.60656 -460.613628
## 299               845.00   Dec  55-69,99 1221.274 37.60656 -376.274470
## 300               929.47   Dec 70-249,99 1402.336 37.60656 -472.865819
## 301               624.67   Jan  10-29,99 1167.756 36.64060 -543.086026
## 302               741.36   Jan  30-40,99 1143.193 36.64060 -401.833105
## 303               854.16   Jan  41-54,99 1159.304 36.64060 -305.143723
## 304               779.10   Jan  55-69,99 1166.595 36.64060 -387.494566
## 305               909.10   Jan 70-249,99 1347.656 36.64060 -438.555914
## 306               678.04   Feb  10-29,99 1175.696 36.64060 -497.656293
## 307               755.09   Feb  30-40,99 1151.133 36.64060 -396.043372
## 308               775.72   Feb  41-54,99 1167.244 36.64060 -391.523990
## 309               905.29   Feb  55-69,99 1174.535 36.64060 -269.244832
## 310              1068.28   Feb 70-249,99 1355.596 36.64060 -287.316181
## 311               741.26   Mar  10-29,99 1200.768 36.64060 -459.508026
## 312               772.50   Mar  30-40,99 1176.205 36.64060 -403.705105
## 313               780.82   Mar  41-54,99 1192.316 36.64060 -411.495723
## 314               845.16   Mar  55-69,99 1199.607 36.64060 -354.446566
## 315              1020.72   Mar 70-249,99 1380.668 36.64060 -359.947914
## 316               657.57   Apr  10-29,99 1193.430 36.64060 -535.859626
## 317               624.88   Apr  30-40,99 1168.867 36.64060 -543.986705
## 318               870.96   Apr  41-54,99 1184.977 36.64060 -314.017323
## 319               762.75   Apr  55-69,99 1192.268 36.64060 -429.518166
## 320              1019.62   Apr 70-249,99 1373.330 36.64060 -353.709514
## 321               661.11   May  10-29,99 1188.790 36.64060 -527.679760
## 322               674.05   May  30-40,99 1164.227 36.64060 -490.176838
## 323               847.43   May  41-54,99 1180.337 36.64060 -332.907456
## 324               815.04   May  55-69,99 1187.628 36.64060 -372.588299
## 325              1049.73   May 70-249,99 1368.690 36.64060 -318.959647
## 326               634.87   Jun  10-29,99 1193.928 36.64060 -559.058293
## 327               789.67   Jun  30-40,99 1169.365 36.64060 -379.695372
## 328               844.73   Jun  41-54,99 1185.476 36.64060 -340.745990
## 329               906.12   Jun  55-69,99 1192.767 36.64060 -286.646832
## 330              1046.84   Jun 70-249,99 1373.828 36.64060 -326.988181
## 331               713.88   Jul  10-29,99 1175.566 36.64060 -461.686160
## 332               770.10   Jul  30-40,99 1151.003 36.64060 -380.903238
## 333               839.88   Jul  41-54,99 1167.114 36.64060 -327.233856
## 334               784.02   Jul  55-69,99 1174.405 36.64060 -390.384699
## 335               875.00   Jul 70-249,99 1355.466 36.64060 -480.466047
## 336               714.16   Aug  10-29,99 1221.775 36.64060 -507.614960
## 337               822.35   Aug  30-40,99 1197.212 36.64060 -374.862038
## 338               834.94   Aug  41-54,99 1213.323 36.64060 -378.382656
## 339               902.88   Aug  55-69,99 1220.613 36.64060 -317.733499
## 340               990.12   Aug 70-249,99 1401.675 36.64060 -411.554847
## 341               707.79   Sep  10-29,99 1224.801 36.64060 -517.011093
## 342               811.04   Sep  30-40,99 1200.238 36.64060 -389.198172
## 343               880.42   Sep  41-54,99 1216.349 36.64060 -335.928790
## 344               857.36   Sep  55-69,99 1223.640 36.64060 -366.279632
## 345               975.24   Sep 70-249,99 1404.701 36.64060 -429.460981
## 346               760.46   Oct  10-29,99 1215.179 36.64060 -454.718560
## 347               826.43   Oct  30-40,99 1190.616 36.64060 -364.185638
## 348               891.13   Oct  41-54,99 1206.726 36.64060 -315.596256
## 349               962.38   Oct  55-69,99 1214.017 36.64060 -251.637099
## 350              1101.88   Oct 70-249,99 1395.078 36.64060 -293.198447
## 351               818.68   Nov  10-29,99 1197.360 37.60656 -378.679645
## 352               796.78   Nov  30-40,99 1172.797 37.60656 -376.016724
## 353               855.83   Nov  41-54,99 1188.907 37.60656 -333.077342
## 354               929.67   Nov  55-69,99 1196.198 37.60656 -266.528185
## 355              1071.46   Nov 70-249,99 1377.260 37.60656 -305.799533
## 356               770.60   Dec  10-29,99 1222.436 37.60656 -451.835931
## 357               810.45   Dec  30-40,99 1197.873 37.60656 -387.423010
## 358               806.55   Dec  41-54,99 1213.984 37.60656 -407.433628
## 359               844.11   Dec  55-69,99 1221.274 37.60656 -377.164470
## 360              1102.16   Dec 70-249,99 1402.336 37.60656 -300.175819
## 361               717.46   Jan  10-29,99 1167.756 36.64060 -450.296026
## 362               901.44   Jan  30-40,99 1143.193 36.64060 -241.753105
## 363               912.60   Jan  41-54,99 1159.304 36.64060 -246.703723
## 364               927.47   Jan  55-69,99 1166.595 36.64060 -239.124566
## 365               989.69   Jan 70-249,99 1347.656 36.64060 -357.965914
## 366               679.74   Feb  10-29,99 1175.696 36.64060 -495.956293
## 367               807.79   Feb  30-40,99 1151.133 36.64060 -343.343372
## 368               825.31   Feb  41-54,99 1167.244 36.64060 -341.933990
## 369               882.69   Feb  55-69,99 1174.535 36.64060 -291.844832
## 370              1038.80   Feb 70-249,99 1355.596 36.64060 -316.796181
## 371               785.24   Mar  10-29,99 1200.768 36.64060 -415.528026
## 372               781.12   Mar  30-40,99 1176.205 36.64060 -395.085105
## 373               802.12   Mar  41-54,99 1192.316 36.64060 -390.195723
## 374               934.93   Mar  55-69,99 1199.607 36.64060 -264.676566
## 375              1090.98   Mar 70-249,99 1380.668 36.64060 -289.687914
## 376               777.57   Apr  10-29,99 1193.430 36.64060 -415.859626
## 377               839.55   Apr  30-40,99 1168.867 36.64060 -329.316705
## 378               988.40   Apr  41-54,99 1184.977 36.64060 -196.577323
## 379               906.95   Apr  55-69,99 1192.268 36.64060 -285.318166
## 380              1248.86   Apr 70-249,99 1373.330 36.64060 -124.469514
## 381               767.64   May  10-29,99 1188.790 36.64060 -421.149760
## 382               874.72   May  30-40,99 1164.227 36.64060 -289.506838
## 383               873.13   May  41-54,99 1180.337 36.64060 -307.207456
## 384               980.12   May  55-69,99 1187.628 36.64060 -207.508299
## 385              1209.80   May 70-249,99 1368.690 36.64060 -158.889647
## 386               791.80   Jun  10-29,99 1193.928 36.64060 -402.128293
## 387               802.98   Jun  30-40,99 1169.365 36.64060 -366.385372
## 388               903.54   Jun  41-54,99 1185.476 36.64060 -281.935990
## 389              1120.75   Jun  55-69,99 1192.767 36.64060  -72.016832
## 390              1116.30   Jun 70-249,99 1373.828 36.64060 -257.528181
## 391               800.50   Jul  10-29,99 1175.566 36.64060 -375.066160
## 392               896.06   Jul  30-40,99 1151.003 36.64060 -254.943238
## 393               890.69   Jul  41-54,99 1167.114 36.64060 -276.423856
## 394               970.52   Jul  55-69,99 1174.405 36.64060 -203.884699
## 395              1184.10   Jul 70-249,99 1355.466 36.64060 -171.366047
## 396               920.99   Aug  10-29,99 1221.775 36.64060 -300.784960
## 397               869.90   Aug  30-40,99 1197.212 36.64060 -327.312038
## 398               943.02   Aug  41-54,99 1213.323 36.64060 -270.302656
## 399              1032.10   Aug  55-69,99 1220.613 36.64060 -188.513499
## 400              1150.77   Aug 70-249,99 1401.675 36.64060 -250.904847
## 401               844.74   Sep  10-29,99 1224.801 36.64060 -380.061093
## 402               956.66   Sep  30-40,99 1200.238 36.64060 -243.578172
## 403               957.54   Sep  41-54,99 1216.349 36.64060 -258.808790
## 404               994.28   Sep  55-69,99 1223.640 36.64060 -229.359632
## 405              1307.01   Sep 70-249,99 1404.701 36.64060  -97.690981
## 406               761.61   Oct  10-29,99 1215.179 36.64060 -453.568560
## 407               899.31   Oct  30-40,99 1190.616 36.64060 -291.305638
## 408               947.46   Oct  41-54,99 1206.726 36.64060 -259.266256
## 409              1079.77   Oct  55-69,99 1214.017 36.64060 -134.247099
## 410              1313.06   Oct 70-249,99 1395.078 36.64060  -82.018447
## 411               908.95   Nov  10-29,99 1197.360 37.60656 -288.409645
## 412               876.36   Nov  30-40,99 1172.797 37.60656 -296.436724
## 413               970.02   Nov  41-54,99 1188.907 37.60656 -218.887342
## 414              1013.19   Nov  55-69,99 1196.198 37.60656 -183.008185
## 415              1212.90   Nov 70-249,99 1377.260 37.60656 -164.359533
## 416               881.61   Dec  10-29,99 1222.436 37.60656 -340.825931
## 417               918.55   Dec  30-40,99 1197.873 37.60656 -279.323010
## 418               978.44   Dec  41-54,99 1213.984 37.60656 -235.543628
## 419               983.89   Dec  55-69,99 1221.274 37.60656 -237.384470
## 420              1224.60   Dec 70-249,99 1402.336 37.60656 -177.735819
## 421               898.48   Jan  10-29,99 1167.756 36.64060 -269.276026
## 422               904.34   Jan  30-40,99 1143.193 36.64060 -238.853105
## 423               954.44   Jan  41-54,99 1159.304 36.64060 -204.863723
## 424               981.13   Jan  55-69,99 1166.595 36.64060 -185.464566
## 425              1193.20   Jan 70-249,99 1347.656 36.64060 -154.455914
## 426               895.94   Feb  10-29,99 1175.696 36.64060 -279.756293
## 427               867.65   Feb  30-40,99 1151.133 36.64060 -283.483372
## 428               974.18   Feb  41-54,99 1167.244 36.64060 -193.063990
## 429               985.28   Feb  55-69,99 1174.535 36.64060 -189.254832
## 430              1232.54   Feb 70-249,99 1355.596 36.64060 -123.056181
## 431              1062.19   Mar  10-29,99 1200.768 36.64060 -138.578026
## 432               920.21   Mar  30-40,99 1176.205 36.64060 -255.995105
## 433              1025.86   Mar  41-54,99 1192.316 36.64060 -166.455723
## 434               937.26   Mar  55-69,99 1199.607 36.64060 -262.346566
## 435              1274.82   Mar 70-249,99 1380.668 36.64060 -105.847914
## 436              1075.14   Apr  10-29,99 1193.430 36.64060 -118.289626
## 437               883.52   Apr  30-40,99 1168.867 36.64060 -285.346705
## 438               926.27   Apr  41-54,99 1184.977 36.64060 -258.707323
## 439              1038.40   Apr  55-69,99 1192.268 36.64060 -153.868166
## 440              1228.88   Apr 70-249,99 1373.330 36.64060 -144.449514
## 441               850.07   May  10-29,99 1188.790 36.64060 -338.719760
## 442               891.59   May  30-40,99 1164.227 36.64060 -272.636838
## 443              1022.89   May  41-54,99 1180.337 36.64060 -157.447456
## 444              1049.31   May  55-69,99 1187.628 36.64060 -138.318299
## 445              1302.33   May 70-249,99 1368.690 36.64060  -66.359647
## 446               866.50   Jun  10-29,99 1193.928 36.64060 -327.428293
## 447               937.71   Jun  30-40,99 1169.365 36.64060 -231.655372
## 448               977.77   Jun  41-54,99 1185.476 36.64060 -207.705990
## 449              1084.44   Jun  55-69,99 1192.767 36.64060 -108.326832
## 450              1235.95   Jun 70-249,99 1373.828 36.64060 -137.878181
## 451               820.32   Jul  10-29,99 1175.566 36.64060 -355.246160
## 452               965.60   Jul  30-40,99 1151.003 36.64060 -185.403238
## 453               970.61   Jul  41-54,99 1167.114 36.64060 -196.503856
## 454              1125.23   Jul  55-69,99 1174.405 36.64060  -49.174699
## 455              1140.12   Jul 70-249,99 1355.466 36.64060 -215.346047
## 456              1022.42   Aug  10-29,99 1221.775 36.64060 -199.354960
## 457               943.03   Aug  30-40,99 1197.212 36.64060 -254.182038
## 458              1023.66   Aug  41-54,99 1213.323 36.64060 -189.662656
## 459              1030.78   Aug  55-69,99 1220.613 36.64060 -189.833499
## 460              1155.45   Aug 70-249,99 1401.675 36.64060 -246.224847
## 461               956.58   Sep  10-29,99 1224.801 36.64060 -268.221093
## 462               977.29   Sep  30-40,99 1200.238 36.64060 -222.948172
## 463              1031.34   Sep  41-54,99 1216.349 36.64060 -185.008790
## 464              1035.55   Sep  55-69,99 1223.640 36.64060 -188.089632
## 465              1266.73   Sep 70-249,99 1404.701 36.64060 -137.970981
## 466               847.64   Oct  10-29,99 1215.179 36.64060 -367.538560
## 467               920.65   Oct  30-40,99 1190.616 36.64060 -269.965638
## 468              1013.75   Oct  41-54,99 1206.726 36.64060 -192.976256
## 469              1009.03   Oct  55-69,99 1214.017 36.64060 -204.987099
## 470              1296.12   Oct 70-249,99 1395.078 36.64060  -98.958447
## 471               897.86   Nov  10-29,99 1197.360 37.60656 -299.499645
## 472               949.61   Nov  30-40,99 1172.797 37.60656 -223.186724
## 473              1013.46   Nov  41-54,99 1188.907 37.60656 -175.447342
## 474              1110.41   Nov  55-69,99 1196.198 37.60656  -85.788185
## 475              1326.04   Nov 70-249,99 1377.260 37.60656  -51.219533
## 476               847.15   Dec  10-29,99 1222.436 37.60656 -375.285931
## 477              1078.52   Dec  30-40,99 1197.873 37.60656 -119.353010
## 478              1031.72   Dec  41-54,99 1213.984 37.60656 -182.263628
## 479              1031.23   Dec  55-69,99 1221.274 37.60656 -190.044470
## 480              1235.56   Dec 70-249,99 1402.336 37.60656 -166.775819
## 481              1008.59   Jan  10-29,99 1167.756 36.64060 -159.166026
## 482              1023.05   Jan  30-40,99 1143.193 36.64060 -120.143105
## 483               997.68   Jan  41-54,99 1159.304 36.64060 -161.623723
## 484              1060.11   Jan  55-69,99 1166.595 36.64060 -106.484566
## 485              1210.45   Jan 70-249,99 1347.656 36.64060 -137.205914
## 486               999.61   Feb  10-29,99 1175.696 36.64060 -176.086293
## 487              1038.97   Feb  30-40,99 1151.133 36.64060 -112.163372
## 488              1045.73   Feb  41-54,99 1167.244 36.64060 -121.513990
## 489              1105.96   Feb  55-69,99 1174.535 36.64060  -68.574832
## 490              1271.05   Feb 70-249,99 1355.596 36.64060  -84.546181
## 491               905.54   Mar  10-29,99 1200.768 36.64060 -295.228026
## 492              1090.98   Mar  30-40,99 1176.205 36.64060  -85.225105
## 493              1086.46   Mar  41-54,99 1192.316 36.64060 -105.855723
## 494              1104.33   Mar  55-69,99 1199.607 36.64060  -95.276566
## 495              1308.03   Mar 70-249,99 1380.668 36.64060  -72.637914
## 496              1042.28   Apr  10-29,99 1193.430 36.64060 -151.149626
## 497              1022.76   Apr  30-40,99 1168.867 36.64060 -146.106705
## 498              1133.71   Apr  41-54,99 1184.977 36.64060  -51.267323
## 499              1078.11   Apr  55-69,99 1192.268 36.64060 -114.158166
## 500              1341.80   Apr 70-249,99 1373.330 36.64060  -31.529514
## 501              1100.88   May  10-29,99 1188.790 36.64060  -87.909760
## 502              1101.87   May  30-40,99 1164.227 36.64060  -62.356838
## 503              1142.50   May  41-54,99 1180.337 36.64060  -37.837456
## 504              1122.97   May  55-69,99 1187.628 36.64060  -64.658299
## 505              1389.75   May 70-249,99 1368.690 36.64060   21.060353
## 506               925.96   Jun  10-29,99 1193.928 36.64060 -267.968293
## 507              1089.36   Jun  30-40,99 1169.365 36.64060  -80.005372
## 508              1094.18   Jun  41-54,99 1185.476 36.64060  -91.295990
## 509              1128.67   Jun  55-69,99 1192.767 36.64060  -64.096832
## 510              1305.04   Jun 70-249,99 1373.828 36.64060  -68.788181
## 511              1137.90   Jul  10-29,99 1175.566 36.64060  -37.666160
## 512              1078.79   Jul  30-40,99 1151.003 36.64060  -72.213238
## 513              1097.00   Jul  41-54,99 1167.114 36.64060  -70.113856
## 514              1137.60   Jul  55-69,99 1174.405 36.64060  -36.804699
## 515              1521.09   Jul 70-249,99 1355.466 36.64060  165.623953
## 516              1167.87   Aug  10-29,99 1221.775 36.64060  -53.904960
## 517              1114.02   Aug  30-40,99 1197.212 36.64060  -83.192038
## 518              1068.97   Aug  41-54,99 1213.323 36.64060 -144.352656
## 519              1067.59   Aug  55-69,99 1220.613 36.64060 -153.023499
## 520              1369.31   Aug 70-249,99 1401.675 36.64060  -32.364847
## 521              1011.60   Sep  10-29,99 1224.801 36.64060 -213.201093
## 522              1117.65   Sep  30-40,99 1200.238 36.64060  -82.588172
## 523              1133.12   Sep  41-54,99 1216.349 36.64060  -83.228790
## 524              1208.05   Sep  55-69,99 1223.640 36.64060  -15.589632
## 525              1413.60   Sep 70-249,99 1404.701 36.64060    8.899019
## 526              1172.97   Oct  10-29,99 1215.179 36.64060  -42.208560
## 527              1131.55   Oct  30-40,99 1190.616 36.64060  -59.065638
## 528              1222.53   Oct  41-54,99 1206.726 36.64060   15.803744
## 529              1201.73   Oct  55-69,99 1214.017 36.64060  -12.287099
## 530              1475.45   Oct 70-249,99 1395.078 36.64060   80.371553
## 531              1031.60   Nov  10-29,99 1197.360 37.60656 -165.759645
## 532              1243.71   Nov  30-40,99 1172.797 37.60656   70.913276
## 533              1178.31   Nov  41-54,99 1188.907 37.60656  -10.597342
## 534              1186.06   Nov  55-69,99 1196.198 37.60656  -10.138185
## 535              1435.29   Nov 70-249,99 1377.260 37.60656   58.030467
## 536              1138.43   Dec  10-29,99 1222.436 37.60656  -84.005931
## 537              1172.83   Dec  30-40,99 1197.873 37.60656  -25.043010
## 538              1262.95   Dec  41-54,99 1213.984 37.60656   48.966372
## 539              1143.79   Dec  55-69,99 1221.274 37.60656  -77.484470
## 540              1528.58   Dec 70-249,99 1402.336 37.60656  126.244181
## 541              1283.48   Jan  10-29,99 1167.756 36.64060  115.723974
## 542              1165.43   Jan  30-40,99 1143.193 36.64060   22.236895
## 543              1204.64   Jan  41-54,99 1159.304 36.64060   45.336277
## 544              1239.75   Jan  55-69,99 1166.595 36.64060   73.155434
## 545              1395.83   Jan 70-249,99 1347.656 36.64060   48.174086
## 546              1271.19   Feb  10-29,99 1175.696 36.64060   95.493707
## 547              1265.08   Feb  30-40,99 1151.133 36.64060  113.946628
## 548              1161.76   Feb  41-54,99 1167.244 36.64060   -5.483990
## 549              1243.20   Feb  55-69,99 1174.535 36.64060   68.665168
## 550              1417.02   Feb 70-249,99 1355.596 36.64060   61.423819
## 551              1287.17   Mar  10-29,99 1200.768 36.64060   86.401974
## 552              1283.76   Mar  30-40,99 1176.205 36.64060  107.554895
## 553              1342.14   Mar  41-54,99 1192.316 36.64060  149.824277
## 554              1369.90   Mar  55-69,99 1199.607 36.64060  170.293434
## 555              1527.71   Mar 70-249,99 1380.668 36.64060  147.042086
## 556              1199.89   Apr  10-29,99 1193.430 36.64060    6.460374
## 557              1348.63   Apr  30-40,99 1168.867 36.64060  179.763295
## 558              1298.81   Apr  41-54,99 1184.977 36.64060  113.832677
## 559              1304.19   Apr  55-69,99 1192.268 36.64060  111.921834
## 560              1482.11   Apr 70-249,99 1373.330 36.64060  108.780486
## 561              1204.93   May  10-29,99 1188.790 36.64060   16.140240
## 562              1211.94   May  30-40,99 1164.227 36.64060   47.713162
## 563              1246.26   May  41-54,99 1180.337 36.64060   65.922544
## 564              1237.80   May  55-69,99 1187.628 36.64060   50.171701
## 565              1311.30   May 70-249,99 1368.690 36.64060  -57.389647
## 566              1332.93   Jun  10-29,99 1193.928 36.64060  139.001707
## 567              1238.00   Jun  30-40,99 1169.365 36.64060   68.634628
## 568              1214.91   Jun  41-54,99 1185.476 36.64060   29.434010
## 569              1285.98   Jun  55-69,99 1192.767 36.64060   93.213168
## 570              1466.16   Jun 70-249,99 1373.828 36.64060   92.331819
## 571              1152.35   Jul  10-29,99 1175.566 36.64060  -23.216160
## 572              1207.44   Jul  30-40,99 1151.003 36.64060   56.436762
## 573              1249.32   Jul  41-54,99 1167.114 36.64060   82.206144
## 574              1280.87   Jul  55-69,99 1174.405 36.64060  106.465301
## 575              1564.91   Jul 70-249,99 1355.466 36.64060  209.443953
## 576              1463.06   Aug  10-29,99 1221.775 36.64060  241.285040
## 577              1216.73   Aug  30-40,99 1197.212 36.64060   19.517962
## 578              1318.55   Aug  41-54,99 1213.323 36.64060  105.227344
## 579              1315.05   Aug  55-69,99 1220.613 36.64060   94.436501
## 580              1568.16   Aug 70-249,99 1401.675 36.64060  166.485153
## 581              1598.84   Sep  10-29,99 1224.801 36.64060  374.038907
## 582              1260.34   Sep  30-40,99 1200.238 36.64060   60.101828
## 583              1247.44   Sep  41-54,99 1216.349 36.64060   31.091210
## 584              1256.96   Sep  55-69,99 1223.640 36.64060   33.320368
## 585              1387.33   Sep 70-249,99 1404.701 36.64060  -17.370981
## 586              1452.06   Oct  10-29,99 1215.179 36.64060  236.881440
## 587              1230.47   Oct  30-40,99 1190.616 36.64060   39.854362
## 588              1263.48   Oct  41-54,99 1206.726 36.64060   56.753744
## 589              1290.19   Oct  55-69,99 1214.017 36.64060   76.172901
## 590              1467.54   Oct 70-249,99 1395.078 36.64060   72.461553
## 591              1358.26   Nov  10-29,99 1197.360 37.60656  160.900355
## 592              1251.99   Nov  30-40,99 1172.797 37.60656   79.193276
## 593              1268.70   Nov  41-54,99 1188.907 37.60656   79.792658
## 594              1349.28   Nov  55-69,99 1196.198 37.60656  153.081815
## 595              1652.05   Nov 70-249,99 1377.260 37.60656  274.790467
## 596              1278.41   Dec  10-29,99 1222.436 37.60656   55.974069
## 597              1261.54   Dec  30-40,99 1197.873 37.60656   63.666990
## 598              1339.42   Dec  41-54,99 1213.984 37.60656  125.436372
## 599              1375.54   Dec  55-69,99 1221.274 37.60656  154.265530
## 600              1702.42   Dec 70-249,99 1402.336 37.60656  300.084181
## 601              1283.48   Jan  10-29,99 1167.756 36.64060  115.723974
## 602              1165.43   Jan  30-40,99 1143.193 36.64060   22.236895
## 603              1204.64   Jan  41-54,99 1159.304 36.64060   45.336277
## 604              1239.75   Jan  55-69,99 1166.595 36.64060   73.155434
## 605              1395.83   Jan 70-249,99 1347.656 36.64060   48.174086
## 606              1271.19   Feb  10-29,99 1175.696 36.64060   95.493707
## 607              1265.08   Feb  30-40,99 1151.133 36.64060  113.946628
## 608              1161.76   Feb  41-54,99 1167.244 36.64060   -5.483990
## 609              1243.20   Feb  55-69,99 1174.535 36.64060   68.665168
## 610              1417.02   Feb 70-249,99 1355.596 36.64060   61.423819
## 611              1287.17   Mar  10-29,99 1200.768 36.64060   86.401974
## 612              1283.76   Mar  30-40,99 1176.205 36.64060  107.554895
## 613              1342.14   Mar  41-54,99 1192.316 36.64060  149.824277
## 614              1369.90   Mar  55-69,99 1199.607 36.64060  170.293434
## 615              1527.71   Mar 70-249,99 1380.668 36.64060  147.042086
## 616              1199.89   Apr  10-29,99 1193.430 36.64060    6.460374
## 617              1348.63   Apr  30-40,99 1168.867 36.64060  179.763295
## 618              1298.81   Apr  41-54,99 1184.977 36.64060  113.832677
## 619              1304.19   Apr  55-69,99 1192.268 36.64060  111.921834
## 620              1482.11   Apr 70-249,99 1373.330 36.64060  108.780486
## 621              1204.93   May  10-29,99 1188.790 36.64060   16.140240
## 622              1211.94   May  30-40,99 1164.227 36.64060   47.713162
## 623              1246.26   May  41-54,99 1180.337 36.64060   65.922544
## 624              1237.80   May  55-69,99 1187.628 36.64060   50.171701
## 625              1311.30   May 70-249,99 1368.690 36.64060  -57.389647
## 626              1332.93   Jun  10-29,99 1193.928 36.64060  139.001707
## 627              1238.00   Jun  30-40,99 1169.365 36.64060   68.634628
## 628              1214.91   Jun  41-54,99 1185.476 36.64060   29.434010
## 629              1285.98   Jun  55-69,99 1192.767 36.64060   93.213168
## 630              1466.16   Jun 70-249,99 1373.828 36.64060   92.331819
## 631              1152.35   Jul  10-29,99 1175.566 36.64060  -23.216160
## 632              1207.44   Jul  30-40,99 1151.003 36.64060   56.436762
## 633              1249.32   Jul  41-54,99 1167.114 36.64060   82.206144
## 634              1280.87   Jul  55-69,99 1174.405 36.64060  106.465301
## 635              1564.91   Jul 70-249,99 1355.466 36.64060  209.443953
## 636              1463.06   Aug  10-29,99 1221.775 36.64060  241.285040
## 637              1216.73   Aug  30-40,99 1197.212 36.64060   19.517962
## 638              1318.55   Aug  41-54,99 1213.323 36.64060  105.227344
## 639              1315.05   Aug  55-69,99 1220.613 36.64060   94.436501
## 640              1568.16   Aug 70-249,99 1401.675 36.64060  166.485153
## 641              1598.84   Sep  10-29,99 1224.801 36.64060  374.038907
## 642              1260.34   Sep  30-40,99 1200.238 36.64060   60.101828
## 643              1247.44   Sep  41-54,99 1216.349 36.64060   31.091210
## 644              1256.96   Sep  55-69,99 1223.640 36.64060   33.320368
## 645              1387.33   Sep 70-249,99 1404.701 36.64060  -17.370981
## 646              1452.06   Oct  10-29,99 1215.179 36.64060  236.881440
## 647              1230.47   Oct  30-40,99 1190.616 36.64060   39.854362
## 648              1263.48   Oct  41-54,99 1206.726 36.64060   56.753744
## 649              1290.19   Oct  55-69,99 1214.017 36.64060   76.172901
## 650              1467.54   Oct 70-249,99 1395.078 36.64060   72.461553
## 651              1358.26   Nov  10-29,99 1197.360 37.60656  160.900355
## 652              1251.99   Nov  30-40,99 1172.797 37.60656   79.193276
## 653              1268.70   Nov  41-54,99 1188.907 37.60656   79.792658
## 654              1349.28   Nov  55-69,99 1196.198 37.60656  153.081815
## 655              1652.05   Nov 70-249,99 1377.260 37.60656  274.790467
## 656              1278.41   Dec  10-29,99 1222.436 37.60656   55.974069
## 657              1261.54   Dec  30-40,99 1197.873 37.60656   63.666990
## 658              1339.42   Dec  41-54,99 1213.984 37.60656  125.436372
## 659              1375.54   Dec  55-69,99 1221.274 37.60656  154.265530
## 660              1702.42   Dec 70-249,99 1402.336 37.60656  300.084181
## 661              1380.10   Jan  10-29,99 1167.756 36.64060  212.343974
## 662              1313.50   Jan  30-40,99 1143.193 36.64060  170.306895
## 663              1360.42   Jan  41-54,99 1159.304 36.64060  201.116277
## 664              1469.65   Jan  55-69,99 1166.595 36.64060  303.055434
## 665              1674.56   Jan 70-249,99 1347.656 36.64060  326.904086
## 666              1274.37   Feb  10-29,99 1175.696 36.64060   98.673707
## 667              1301.64   Feb  30-40,99 1151.133 36.64060  150.506628
## 668              1312.10   Feb  41-54,99 1167.244 36.64060  144.856010
## 669              1403.56   Feb  55-69,99 1174.535 36.64060  229.025168
## 670              1652.88   Feb 70-249,99 1355.596 36.64060  297.283819
## 671              1440.66   Mar  10-29,99 1200.768 36.64060  239.891974
## 672              1476.75   Mar  30-40,99 1176.205 36.64060  300.544895
## 673              1340.98   Mar  41-54,99 1192.316 36.64060  148.664277
## 674              1417.90   Mar  55-69,99 1199.607 36.64060  218.293434
## 675              1657.29   Mar 70-249,99 1380.668 36.64060  276.622086
## 676              1364.48   Apr  10-29,99 1193.430 36.64060  171.050374
## 677              1360.09   Apr  30-40,99 1168.867 36.64060  191.223295
## 678              1359.43   Apr  41-54,99 1184.977 36.64060  174.452677
## 679              1425.11   Apr  55-69,99 1192.268 36.64060  232.841834
## 680              1670.73   Apr 70-249,99 1373.330 36.64060  297.400486
## 681              1323.60   May  10-29,99 1188.790 36.64060  134.810240
## 682              1300.17   May  30-40,99 1164.227 36.64060  135.943162
## 683              1403.83   May  41-54,99 1180.337 36.64060  223.492544
## 684              1399.41   May  55-69,99 1187.628 36.64060  211.781701
## 685              1740.04   May 70-249,99 1368.690 36.64060  371.350353
## 686              1391.10   Jun  10-29,99 1193.928 36.64060  197.171707
## 687              1361.92   Jun  30-40,99 1169.365 36.64060  192.554628
## 688              1355.70   Jun  41-54,99 1185.476 36.64060  170.224010
## 689              1351.28   Jun  55-69,99 1192.767 36.64060  158.513168
## 690              1633.67   Jun 70-249,99 1373.828 36.64060  259.841819
## 691              1345.56   Jul  10-29,99 1175.566 36.64060  169.993840
## 692              1380.03   Jul  30-40,99 1151.003 36.64060  229.026762
## 693              1369.42   Jul  41-54,99 1167.114 36.64060  202.306144
## 694              1368.29   Jul  55-69,99 1174.405 36.64060  193.885301
## 695              1543.89   Jul 70-249,99 1355.466 36.64060  188.423953
## 696              1576.31   Aug  10-29,99 1221.775 36.64060  354.535040
## 697              1377.68   Aug  30-40,99 1197.212 36.64060  180.467962
## 698              1362.71   Aug  41-54,99 1213.323 36.64060  149.387344
## 699              1375.85   Aug  55-69,99 1220.613 36.64060  155.236501
## 700              1614.32   Aug 70-249,99 1401.675 36.64060  212.645153
## 701              1583.49   Sep  10-29,99 1224.801 36.64060  358.688907
## 702              1371.30   Sep  30-40,99 1200.238 36.64060  171.061828
## 703              1407.56   Sep  41-54,99 1216.349 36.64060  191.211210
## 704              1380.88   Sep  55-69,99 1223.640 36.64060  157.240368
## 705              1564.27   Sep 70-249,99 1404.701 36.64060  159.569019
## 706              1394.42   Oct  10-29,99 1215.179 36.64060  179.241440
## 707              1354.74   Oct  30-40,99 1190.616 36.64060  164.124362
## 708              1398.72   Oct  41-54,99 1206.726 36.64060  191.993744
## 709              1400.20   Oct  55-69,99 1214.017 36.64060  186.182901
## 710              1593.38   Oct 70-249,99 1395.078 36.64060  198.301553
## 711              1349.73   Nov  10-29,99 1197.360 37.60656  152.370355
## 712              1293.03   Nov  30-40,99 1172.797 37.60656  120.233276
## 713              1391.93   Nov  41-54,99 1188.907 37.60656  203.022658
## 714              1393.22   Nov  55-69,99 1196.198 37.60656  197.021815
## 715              1634.14   Nov 70-249,99 1377.260 37.60656  256.880467
## 716              1396.65   Dec  10-29,99 1222.436 37.60656  174.214069
## 717              1353.08   Dec  30-40,99 1197.873 37.60656  155.206990
## 718              1389.35   Dec  41-54,99 1213.984 37.60656  175.366372
## 719              1475.72   Dec  55-69,99 1221.274 37.60656  254.445530
## 720              1648.83   Dec 70-249,99 1402.336 37.60656  246.494181
## 721              1380.10   Jan  10-29,99 1167.756 36.64060  212.343974
## 722              1313.50   Jan  30-40,99 1143.193 36.64060  170.306895
## 723              1360.42   Jan  41-54,99 1159.304 36.64060  201.116277
## 724              1469.65   Jan  55-69,99 1166.595 36.64060  303.055434
## 725              1674.56   Jan 70-249,99 1347.656 36.64060  326.904086
## 726              1274.37   Feb  10-29,99 1175.696 36.64060   98.673707
## 727              1301.64   Feb  30-40,99 1151.133 36.64060  150.506628
## 728              1312.10   Feb  41-54,99 1167.244 36.64060  144.856010
## 729              1403.56   Feb  55-69,99 1174.535 36.64060  229.025168
## 730              1652.88   Feb 70-249,99 1355.596 36.64060  297.283819
## 731              1440.66   Mar  10-29,99 1200.768 36.64060  239.891974
## 732              1476.75   Mar  30-40,99 1176.205 36.64060  300.544895
## 733              1340.98   Mar  41-54,99 1192.316 36.64060  148.664277
## 734              1417.90   Mar  55-69,99 1199.607 36.64060  218.293434
## 735              1657.29   Mar 70-249,99 1380.668 36.64060  276.622086
## 736              1364.48   Apr  10-29,99 1193.430 36.64060  171.050374
## 737              1360.09   Apr  30-40,99 1168.867 36.64060  191.223295
## 738              1359.43   Apr  41-54,99 1184.977 36.64060  174.452677
## 739              1425.11   Apr  55-69,99 1192.268 36.64060  232.841834
## 740              1670.73   Apr 70-249,99 1373.330 36.64060  297.400486
## 741              1323.60   May  10-29,99 1188.790 36.64060  134.810240
## 742              1300.17   May  30-40,99 1164.227 36.64060  135.943162
## 743              1403.83   May  41-54,99 1180.337 36.64060  223.492544
## 744              1399.41   May  55-69,99 1187.628 36.64060  211.781701
## 745              1740.04   May 70-249,99 1368.690 36.64060  371.350353
## 746              1391.10   Jun  10-29,99 1193.928 36.64060  197.171707
## 747              1361.92   Jun  30-40,99 1169.365 36.64060  192.554628
## 748              1355.70   Jun  41-54,99 1185.476 36.64060  170.224010
## 749              1351.28   Jun  55-69,99 1192.767 36.64060  158.513168
## 750              1633.67   Jun 70-249,99 1373.828 36.64060  259.841819
## 751              1345.56   Jul  10-29,99 1175.566 36.64060  169.993840
## 752              1380.03   Jul  30-40,99 1151.003 36.64060  229.026762
## 753              1369.42   Jul  41-54,99 1167.114 36.64060  202.306144
## 754              1368.29   Jul  55-69,99 1174.405 36.64060  193.885301
## 755              1543.89   Jul 70-249,99 1355.466 36.64060  188.423953
## 756              1576.31   Aug  10-29,99 1221.775 36.64060  354.535040
## 757              1377.68   Aug  30-40,99 1197.212 36.64060  180.467962
## 758              1362.71   Aug  41-54,99 1213.323 36.64060  149.387344
## 759              1375.85   Aug  55-69,99 1220.613 36.64060  155.236501
## 760              1614.32   Aug 70-249,99 1401.675 36.64060  212.645153
## 761              1583.49   Sep  10-29,99 1224.801 36.64060  358.688907
## 762              1371.30   Sep  30-40,99 1200.238 36.64060  171.061828
## 763              1407.56   Sep  41-54,99 1216.349 36.64060  191.211210
## 764              1380.88   Sep  55-69,99 1223.640 36.64060  157.240368
## 765              1564.27   Sep 70-249,99 1404.701 36.64060  159.569019
## 766              1394.42   Oct  10-29,99 1215.179 36.64060  179.241440
## 767              1354.74   Oct  30-40,99 1190.616 36.64060  164.124362
## 768              1398.72   Oct  41-54,99 1206.726 36.64060  191.993744
## 769              1400.20   Oct  55-69,99 1214.017 36.64060  186.182901
## 770              1593.38   Oct 70-249,99 1395.078 36.64060  198.301553
## 771              1349.73   Nov  10-29,99 1197.360 37.60656  152.370355
## 772              1293.03   Nov  30-40,99 1172.797 37.60656  120.233276
## 773              1391.93   Nov  41-54,99 1188.907 37.60656  203.022658
## 774              1393.22   Nov  55-69,99 1196.198 37.60656  197.021815
## 775              1634.14   Nov 70-249,99 1377.260 37.60656  256.880467
## 776              1396.65   Dec  10-29,99 1222.436 37.60656  174.214069
## 777              1353.08   Dec  30-40,99 1197.873 37.60656  155.206990
## 778              1389.35   Dec  41-54,99 1213.984 37.60656  175.366372
## 779              1475.72   Dec  55-69,99 1221.274 37.60656  254.445530
## 780              1648.83   Dec 70-249,99 1402.336 37.60656  246.494181
## 781              1416.26   Jan  10-29,99 1167.756 36.64060  248.503974
## 782              1320.92   Jan  30-40,99 1143.193 36.64060  177.726895
## 783              1377.26   Jan  41-54,99 1159.304 36.64060  217.956277
## 784              1446.24   Jan  55-69,99 1166.595 36.64060  279.645434
## 785              1610.84   Jan 70-249,99 1347.656 36.64060  263.184086
## 786              1491.65   Feb  10-29,99 1175.696 36.64060  315.953707
## 787              1448.76   Feb  30-40,99 1151.133 36.64060  297.626628
## 788              1405.91   Feb  41-54,99 1167.244 36.64060  238.666010
## 789              1423.42   Feb  55-69,99 1174.535 36.64060  248.885168
## 790              1631.84   Feb 70-249,99 1355.596 36.64060  276.243819
## 791              1542.73   Mar  10-29,99 1200.768 36.64060  341.961974
## 792              1432.00   Mar  30-40,99 1176.205 36.64060  255.794895
## 793              1400.45   Mar  41-54,99 1192.316 36.64060  208.134277
## 794              1429.21   Mar  55-69,99 1199.607 36.64060  229.603434
## 795              1596.82   Mar 70-249,99 1380.668 36.64060  216.152086
## 796              1455.55   Apr  10-29,99 1193.430 36.64060  262.120374
## 797              1410.37   Apr  30-40,99 1168.867 36.64060  241.503295
## 798              1454.17   Apr  41-54,99 1184.977 36.64060  269.192677
## 799              1369.75   Apr  55-69,99 1192.268 36.64060  177.481834
## 800              1598.53   Apr 70-249,99 1373.330 36.64060  225.200486
## 801              1400.08   May  10-29,99 1188.790 36.64060  211.290240
## 802              1439.21   May  30-40,99 1164.227 36.64060  274.983162
## 803              1426.81   May  41-54,99 1180.337 36.64060  246.472544
## 804              1417.36   May  55-69,99 1187.628 36.64060  229.731701
## 805              1621.33   May 70-249,99 1368.690 36.64060  252.640353
## 806              1506.41   Jun  10-29,99 1193.928 36.64060  312.481707
## 807              1351.65   Jun  30-40,99 1169.365 36.64060  182.284628
## 808              1460.97   Jun  41-54,99 1185.476 36.64060  275.494010
## 809              1407.05   Jun  55-69,99 1192.767 36.64060  214.283168
## 810              1626.16   Jun 70-249,99 1373.828 36.64060  252.331819
## 811              1516.03   Jul  10-29,99 1175.566 36.64060  340.463840
## 812              1485.88   Jul  30-40,99 1151.003 36.64060  334.876762
## 813              1503.77   Jul  41-54,99 1167.114 36.64060  336.656144
## 814              1444.62   Jul  55-69,99 1174.405 36.64060  270.215301
## 815              1753.70   Jul 70-249,99 1355.466 36.64060  398.233953
## 816              1557.42   Aug  10-29,99 1221.775 36.64060  335.645040
## 817              1486.09   Aug  30-40,99 1197.212 36.64060  288.877962
## 818              1513.74   Aug  41-54,99 1213.323 36.64060  300.417344
## 819              1458.09   Aug  55-69,99 1220.613 36.64060  237.476501
## 820              1737.31   Aug 70-249,99 1401.675 36.64060  335.635153
## 821              1553.41   Sep  10-29,99 1224.801 36.64060  328.608907
## 822              1471.56   Sep  30-40,99 1200.238 36.64060  271.321828
## 823              1542.39   Sep  41-54,99 1216.349 36.64060  326.041210
## 824              1486.02   Sep  55-69,99 1223.640 36.64060  262.380368
## 825              1802.30   Sep 70-249,99 1404.701 36.64060  397.599019
## 826              1575.95   Oct  10-29,99 1215.179 36.64060  360.771440
## 827              1394.05   Oct  30-40,99 1190.616 36.64060  203.434362
## 828              1481.19   Oct  41-54,99 1206.726 36.64060  274.463744
## 829              1486.93   Oct  55-69,99 1214.017 36.64060  272.912901
## 830              1630.40   Oct 70-249,99 1395.078 36.64060  235.321553
## 831              1543.56   Nov  10-29,99 1197.360 37.60656  346.200355
## 832              1637.04   Nov  30-40,99 1172.797 37.60656  464.243276
## 833              1614.03   Nov  41-54,99 1188.907 37.60656  425.122658
## 834              1447.64   Nov  55-69,99 1196.198 37.60656  251.441815
## 835              1684.18   Nov 70-249,99 1377.260 37.60656  306.920467
## 836              1638.82   Dec  10-29,99 1222.436 37.60656  416.384069
## 837              1581.56   Dec  30-40,99 1197.873 37.60656  383.686990
## 838              1562.33   Dec  41-54,99 1213.984 37.60656  348.346372
## 839              1584.50   Dec  55-69,99 1221.274 37.60656  363.225530
## 840              1811.44   Dec 70-249,99 1402.336 37.60656  409.104181
## 841              1662.55   Jan  10-29,99 1167.756 36.64060  494.793974
## 842              1532.27   Jan  30-40,99 1143.193 36.64060  389.076895
## 843              1733.18   Jan  41-54,99 1159.304 36.64060  573.876277
## 844              1659.22   Jan  55-69,99 1166.595 36.64060  492.625434
## 845              1756.79   Jan 70-249,99 1347.656 36.64060  409.134086
## 846              1504.83   Feb  10-29,99 1175.696 36.64060  329.133707
## 847              1499.77   Feb  30-40,99 1151.133 36.64060  348.636628
## 848              1484.86   Feb  41-54,99 1167.244 36.64060  317.616010
## 849              1593.69   Feb  55-69,99 1174.535 36.64060  419.155168
## 850              1735.56   Feb 70-249,99 1355.596 36.64060  379.963819
## 851              1732.95   Mar  10-29,99 1200.768 36.64060  532.181974
## 852              1468.60   Mar  30-40,99 1176.205 36.64060  292.394895
## 853              1530.95   Mar  41-54,99 1192.316 36.64060  338.634277
## 854              1578.12   Mar  55-69,99 1199.607 36.64060  378.513434
## 855              1659.73   Mar 70-249,99 1380.668 36.64060  279.062086
## 856              1681.77   Apr  10-29,99 1193.430 36.64060  488.340374
## 857              1494.24   Apr  30-40,99 1168.867 36.64060  325.373295
## 858              1479.13   Apr  41-54,99 1184.977 36.64060  294.152677
## 859              1485.83   Apr  55-69,99 1192.268 36.64060  293.561834
## 860              1612.77   Apr 70-249,99 1373.330 36.64060  239.440486
## 861              1683.76   May  10-29,99 1188.790 36.64060  494.970240
## 862              1486.97   May  30-40,99 1164.227 36.64060  322.743162
## 863              1514.32   May  41-54,99 1180.337 36.64060  333.982544
## 864              1405.39   May  55-69,99 1187.628 36.64060  217.761701
## 865              1735.29   May 70-249,99 1368.690 36.64060  366.600353
## 866              1906.77   Jun  10-29,99 1193.928 36.64060  712.841707
## 867              1466.82   Jun  30-40,99 1169.365 36.64060  297.454628
## 868              1490.20   Jun  41-54,99 1185.476 36.64060  304.724010
## 869              1539.31   Jun  55-69,99 1192.767 36.64060  346.543168
## 870              1645.14   Jun 70-249,99 1373.828 36.64060  271.311819
## 871              1626.34   Jul  10-29,99 1175.566 36.64060  450.773840
## 872              1531.37   Jul  30-40,99 1151.003 36.64060  380.366762
## 873              1540.07   Jul  41-54,99 1167.114 36.64060  372.956144
## 874              1541.96   Jul  55-69,99 1174.405 36.64060  367.555301
## 875              1629.41   Jul 70-249,99 1355.466 36.64060  273.943953
## 876              1741.49   Aug  10-29,99 1221.775 36.64060  519.715040
## 877              1620.90   Aug  30-40,99 1197.212 36.64060  423.687962
## 878              1613.43   Aug  41-54,99 1213.323 36.64060  400.107344
## 879              1573.68   Aug  55-69,99 1220.613 36.64060  353.066501
## 880              1733.44   Aug 70-249,99 1401.675 36.64060  331.765153
## 881              1637.78   Sep  10-29,99 1224.801 36.64060  412.978907
## 882              1566.74   Sep  30-40,99 1200.238 36.64060  366.501828
## 883              1548.01   Sep  41-54,99 1216.349 36.64060  331.661210
## 884              1654.12   Sep  55-69,99 1223.640 36.64060  430.480368
## 885              1744.40   Sep 70-249,99 1404.701 36.64060  339.699019
## 886              1746.47   Oct  10-29,99 1215.179 36.64060  531.291440
## 887              1757.64   Oct  30-40,99 1190.616 36.64060  567.024362
## 888              1648.90   Oct  41-54,99 1206.726 36.64060  442.173744
## 889              1483.30   Oct  55-69,99 1214.017 36.64060  269.282901
## 890              1609.90   Oct 70-249,99 1395.078 36.64060  214.821553
##           .hat   .sigma      .cooksd   .std.resid
## 1   0.01782772 274.2346 2.467191e-03 -1.474712471
## 2   0.01782772 274.2279 2.515370e-03 -1.489041958
## 3   0.01782772 274.1661 2.961275e-03 -1.615642713
## 4   0.01782772 274.1129 3.345132e-03 -1.717167279
## 5   0.01782772 274.1236 3.268097e-03 -1.697279765
## 6   0.01782772 274.1074 3.384381e-03 -1.727211790
## 7   0.01782772 274.2591 2.290565e-03 -1.420945236
## 8   0.01782772 274.1212 3.285083e-03 -1.701685067
## 9   0.01782772 274.1201 3.293050e-03 -1.703747276
## 10  0.01782772 274.1014 3.427746e-03 -1.738242322
## 11  0.01782772 274.1932 2.766245e-03 -1.561533365
## 12  0.01782772 274.2364 2.454646e-03 -1.470958562
## 13  0.01782772 274.1861 2.817123e-03 -1.575828354
## 14  0.01782772 274.0956 3.469498e-03 -1.748796676
## 15  0.01782772 273.9999 4.159835e-03 -1.914890901
## 16  0.01782772 274.2111 2.636888e-03 -1.524585581
## 17  0.01782772 274.2610 2.276756e-03 -1.416655424
## 18  0.01782772 274.2893 2.072488e-03 -1.351611889
## 19  0.01782772 274.2569 2.306416e-03 -1.425853249
## 20  0.01782772 274.0652 3.688831e-03 -1.803226847
## 21  0.01782772 274.2202 2.571290e-03 -1.505502536
## 22  0.01782772 274.3221 1.835755e-03 -1.272076991
## 23  0.01782772 274.2659 2.241798e-03 -1.405737551
## 24  0.01782772 274.2015 2.706002e-03 -1.544436402
## 25  0.01782772 274.1210 3.286442e-03 -1.702036799
## 26  0.01782772 274.3385 1.717396e-03 -1.230385366
## 27  0.01782772 274.3867 1.369913e-03 -1.098885756
## 28  0.01782772 274.2599 2.284910e-03 -1.419189911
## 29  0.01782772 274.2595 2.287881e-03 -1.420112255
## 30  0.01782772 274.2076 2.662241e-03 -1.531897459
## 31  0.01782772 274.3456 1.666636e-03 -1.212066153
## 32  0.01782772 274.3966 1.298159e-03 -1.069719446
## 33  0.01782772 274.3204 1.848374e-03 -1.276441634
## 34  0.01782772 274.2434 2.404099e-03 -1.455734364
## 35  0.01782772 274.3176 1.868794e-03 -1.283472726
## 36  0.01782772 274.3409 1.700773e-03 -1.224416399
## 37  0.01782772 274.3740 1.461388e-03 -1.134981460
## 38  0.01782772 274.2418 2.415382e-03 -1.459146446
## 39  0.01782772 274.1860 2.817751e-03 -1.576004026
## 40  0.01782772 274.2026 2.698232e-03 -1.542217521
## 41  0.01782772 274.4787 7.059135e-04 -0.788826920
## 42  0.01782772 274.4342 1.027291e-03 -0.951596161
## 43  0.01782772 274.3759 1.448037e-03 -1.129784971
## 44  0.01782772 274.3215 1.840458e-03 -1.273705136
## 45  0.01782772 274.1325 3.203497e-03 -1.680421049
## 46  0.01782772 274.4471 9.338567e-04 -0.907289958
## 47  0.01782772 274.2830 2.117819e-03 -1.366313621
## 48  0.01782772 274.3029 1.974874e-03 -1.319397606
## 49  0.01782772 274.3286 1.789255e-03 -1.255862459
## 50  0.01782772 274.3162 1.878791e-03 -1.286901143
## 51  0.01878010 274.5611 1.169084e-04 -0.312620213
## 52  0.01878010 274.5450 2.393644e-04 -0.447325870
## 53  0.01878010 274.4644 8.530221e-04 -0.844450911
## 54  0.01878010 274.4250 1.153120e-03 -0.981819127
## 55  0.01878010 274.3690 1.579217e-03 -1.148987205
## 56  0.01878010 274.5640 9.485033e-05  0.281587704
## 57  0.01878010 274.5685 6.024462e-05 -0.224415786
## 58  0.01878010 274.5266 3.794285e-04 -0.563195602
## 59  0.01878010 274.4579 9.026050e-04 -0.868646627
## 60  0.01878010 274.3503 1.721391e-03 -1.199593358
## 61  0.01782772 274.5739 1.839821e-05  0.127348491
## 62  0.01782772 274.5732 2.312998e-05 -0.142788619
## 63  0.01782772 274.5330 3.134016e-04 -0.525601464
## 64  0.01782772 274.5229 3.863710e-04 -0.583590566
## 65  0.01782772 274.4708 7.626510e-04 -0.819915142
## 66  0.01782772 274.4765 7.216805e-04  0.797587749
## 67  0.01782772 274.4981 5.660512e-04  0.706372573
## 68  0.01782772 274.5741 1.678020e-05  0.121619888
## 69  0.01782772 274.5701 4.618675e-05 -0.201773758
## 70  0.01782772 274.5285 3.462405e-04 -0.552452468
## 71  0.01782772 274.5760 3.190218e-06  0.053029335
## 72  0.01782772 274.5616 1.073637e-04  0.307634295
## 73  0.01782772 274.5672 6.680402e-05 -0.242665070
## 74  0.01782772 274.5541 1.612607e-04 -0.377025083
## 75  0.01782772 274.5164 4.335099e-04 -0.618166506
## 76  0.01782772 274.5065 5.053286e-04  0.667410337
## 77  0.01782772 274.5421 2.482196e-04  0.467760968
## 78  0.01782772 274.5748 1.206174e-05  0.103112413
## 79  0.01782772 274.5754 7.288042e-06 -0.080151458
## 80  0.01782772 274.5646 8.583900e-05 -0.275073219
## 81  0.01782772 274.4533 8.890794e-04  0.885271017
## 82  0.01782772 274.4635 8.155041e-04  0.847850085
## 83  0.01782772 274.5757 5.256579e-06  0.068070286
## 84  0.01782772 274.5756 6.307163e-06 -0.074562935
## 85  0.01782772 274.5624 1.017285e-04 -0.299452099
## 86  0.01782772 274.4436 9.591033e-04  0.919472341
## 87  0.01782772 274.5147 4.461153e-04  0.627089491
## 88  0.01782772 274.5735 2.149333e-05  0.137644175
## 89  0.01782772 274.5764 3.340530e-07 -0.017159857
## 90  0.01782772 274.5733 2.298140e-05 -0.142329275
## 91  0.01782772 274.3823 1.401896e-03  1.111639253
## 92  0.01782772 274.4739 7.405202e-04  0.807931300
## 93  0.01782772 274.5764 3.554326e-07 -0.017700461
## 94  0.01782772 274.5741 1.658726e-05  0.120918653
## 95  0.01782772 274.5583 1.312536e-04 -0.340143050
## 96  0.01782772 274.4632 8.178533e-04  0.849070396
## 97  0.01782772 274.5317 3.228745e-04  0.533485792
## 98  0.01782772 274.5668 6.965105e-05  0.247782035
## 99  0.01782772 274.5758 4.803367e-06  0.065069712
## 100 0.01782772 274.5665 7.198093e-05  0.251892199
## 101 0.01782772 274.4689 7.764137e-04  0.827280112
## 102 0.01782772 274.5023 5.353357e-04  0.686940459
## 103 0.01782772 274.5192 4.135459e-04  0.603764859
## 104 0.01782772 274.5263 3.621552e-04  0.565006373
## 105 0.01782772 274.5740 1.783425e-05  0.125381473
## 106 0.01782772 274.2931 2.045336e-03  1.342728733
## 107 0.01782772 274.4203 1.127228e-03  0.996809029
## 108 0.01782772 274.5244 3.761143e-04  0.575792343
## 109 0.01782772 274.5710 3.901206e-05  0.185440859
## 110 0.01782772 274.5763 7.728544e-07 -0.026100861
## 111 0.01878010 274.3349 1.838445e-03  1.239708593
## 112 0.01878010 274.5168 4.544329e-04  0.616352475
## 113 0.01878010 274.4181 1.205413e-03  1.003834603
## 114 0.01878010 274.4836 7.067511e-04  0.768648005
## 115 0.01878010 274.5377 2.948252e-04  0.496451163
## 116 0.01878010 274.3566 1.673566e-03  1.182811750
## 117 0.01878010 274.3106 2.023188e-03  1.300506215
## 118 0.01878010 274.4037 1.315367e-03  1.048618847
## 119 0.01878010 274.5097 5.083014e-04  0.651860855
## 120 0.01878010 274.5428 2.565010e-04  0.463061634
## 121 0.01782772 274.3559 1.592428e-03  1.184774911
## 122 0.01782772 274.3585 1.573535e-03  1.177725847
## 123 0.01782772 274.3602 1.561369e-03  1.173164118
## 124 0.01782772 274.4917 6.119011e-04  0.734423553
## 125 0.01782772 274.5225 3.894421e-04  0.585905301
## 126 0.01782772 274.1847 2.826965e-03  1.578578679
## 127 0.01782772 274.2113 2.635196e-03  1.524096551
## 128 0.01782772 274.3977 1.290164e-03  1.066420356
## 129 0.01782772 274.3443 1.675739e-03  1.215371790
## 130 0.01782772 274.4824 6.790132e-04  0.773651011
## 131 0.01782772 274.2101 2.644173e-03  1.526690092
## 132 0.01782772 274.1965 2.742156e-03  1.554719435
## 133 0.01782772 274.1916 2.777150e-03  1.564608244
## 134 0.01782772 274.4023 1.257521e-03  1.052842821
## 135 0.01782772 274.4395 9.888667e-04  0.933630114
## 136 0.01782772 273.9735 4.350031e-03  1.958178021
## 137 0.01782772 274.1724 2.916153e-03  1.603286482
## 138 0.01782772 274.1817 2.849120e-03  1.584752221
## 139 0.01782772 274.3809 1.411446e-03  1.115419168
## 140 0.01782772 274.4859 6.536100e-04  0.759041136
## 141 0.01782772 274.1888 2.797366e-03  1.570292723
## 142 0.01782772 274.2601 2.283337e-03  1.418701506
## 143 0.01782772 274.3605 1.558984e-03  1.172267915
## 144 0.01782772 274.4230 1.107996e-03  0.988268648
## 145 0.01782772 274.5540 1.623123e-04  0.378252413
## 146 0.01782772 274.2395 2.432321e-03  1.464253961
## 147 0.01782772 274.0851 3.545604e-03  1.767873089
## 148 0.01782772 274.3329 1.758033e-03  1.244856928
## 149 0.01782772 274.3696 1.493292e-03  1.147303503
## 150 0.01782772 274.4161 1.157934e-03  1.010294204
## 151 0.01782772 274.3355 1.739696e-03  1.238348045
## 152 0.01782772 274.3887 1.355571e-03  1.093118006
## 153 0.01782772 274.3148 1.888764e-03  1.290312267
## 154 0.01782772 274.4664 7.944369e-04  0.836827006
## 155 0.01782772 274.4561 8.686930e-04  0.875062658
## 156 0.01782772 274.1574 3.023756e-03  1.632598444
## 157 0.01782772 274.3643 1.531483e-03  1.161881978
## 158 0.01782772 274.3099 1.924142e-03  1.302340410
## 159 0.01782772 274.4539 8.846996e-04  0.883087849
## 160 0.01782772 274.4506 9.087956e-04  0.895033082
## 161 0.01782772 274.3653 1.524521e-03  1.159238027
## 162 0.01782772 274.4386 9.954964e-04  0.936754601
## 163 0.01782772 274.4025 1.255921e-03  1.052172787
## 164 0.01782772 274.4691 7.749751e-04  0.826513317
## 165 0.01782772 274.3693 1.495742e-03  1.148244265
## 166 0.01782772 274.5074 4.982878e-04  0.662744492
## 167 0.01782772 274.4617 8.285084e-04  0.854583374
## 168 0.01782772 274.4352 1.019569e-03  0.948013208
## 169 0.01782772 274.5221 3.922765e-04  0.588033594
## 170 0.01782772 274.5688 5.492584e-05  0.220036299
## 171 0.01878010 274.4452 9.993784e-04  0.914027456
## 172 0.01878010 274.3963 1.371672e-03  1.070827202
## 173 0.01878010 274.4449 1.001168e-03  0.914845258
## 174 0.01878010 274.4738 7.817731e-04  0.808415464
## 175 0.01878010 274.4242 1.158850e-03  0.984255509
## 176 0.01878010 274.5028 5.611179e-04  0.684890798
## 177 0.01878010 274.4448 1.002491e-03  0.915449798
## 178 0.01878010 274.4772 7.559807e-04  0.794967945
## 179 0.01878010 274.4625 8.675629e-04  0.851617838
## 180 0.01878010 274.4536 9.350759e-04  0.884133168
## 181 0.01782772 274.4026 1.255330e-03  1.051925559
## 182 0.01782772 274.4349 1.021652e-03  0.948980811
## 183 0.01782772 274.4029 1.252895e-03  1.050904474
## 184 0.01782772 274.5109 4.733616e-04  0.645955372
## 185 0.01782772 274.3785 1.429390e-03  1.122487253
## 186 0.01782772 274.5141 4.498852e-04  0.629733531
## 187 0.01782772 274.5079 4.946739e-04  0.660336761
## 188 0.01782772 274.4673 7.884491e-04  0.833667410
## 189 0.01782772 274.4888 6.329089e-04  0.746924311
## 190 0.01782772 274.4492 9.185937e-04  0.899845025
## 191 0.01782772 274.5092 4.852729e-04  0.654032007
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## 759 0.01782772 274.5253 3.696227e-04  0.570801786
## 760 0.01782772 274.4804 6.935567e-04  0.781892352
## 761 0.01782772 274.3031 1.973363e-03  1.318892576
## 762 0.01782772 274.5143 4.488252e-04  0.628991226
## 763 0.01782772 274.4988 5.607867e-04  0.703080137
## 764 0.01782772 274.5239 3.792269e-04  0.578169967
## 765 0.01782772 274.5224 3.905424e-04  0.586732377
## 766 0.01782772 274.5082 4.927741e-04  0.659067511
## 767 0.01782772 274.5192 4.131589e-04  0.603482288
## 768 0.01782772 274.4981 5.653861e-04  0.705957498
## 769 0.01782772 274.5028 5.316803e-04  0.684591135
## 770 0.01782772 274.4929 6.031471e-04  0.729151197
## 771 0.01878010 274.5271 3.758519e-04  0.560534850
## 772 0.01878010 274.5457 2.340265e-04  0.442310064
## 773 0.01878010 274.4888 6.672749e-04  0.746872812
## 774 0.01878010 274.4939 6.284119e-04  0.724797117
## 775 0.01878010 274.4361 1.068262e-03  0.945003078
## 776 0.01878010 274.5119 4.913401e-04  0.640892759
## 777 0.01878010 274.5252 3.899764e-04  0.570970169
## 778 0.01878010 274.5111 4.978613e-04  0.645131814
## 779 0.01878010 274.4388 1.048107e-03  0.936045513
## 780 0.01878010 274.4473 9.836240e-04  0.906794365
## 781 0.01782772 274.4453 9.471912e-04  0.913744584
## 782 0.01782772 274.5094 4.844816e-04  0.653498555
## 783 0.01782772 274.4755 7.286345e-04  0.801421260
## 784 0.01782772 274.4103 1.199462e-03  1.028251167
## 785 0.01782772 274.4293 1.062405e-03  0.967723089
## 786 0.01782772 274.3644 1.531151e-03  1.161756024
## 787 0.01782772 274.3883 1.358672e-03  1.094367690
## 788 0.01782772 274.4554 8.736795e-04  0.877570572
## 789 0.01782772 274.4449 9.500994e-04  0.915146227
## 790 0.01782772 274.4143 1.170459e-03  1.015743491
## 791 0.01782772 274.3280 1.793604e-03  1.257387947
## 792 0.01782772 274.4375 1.003586e-03  0.940553169
## 793 0.01782772 274.4844 6.644437e-04  0.765305945
## 794 0.01782772 274.4645 8.085889e-04  0.844247645
## 795 0.01782772 274.4772 7.166215e-04  0.794787282
## 796 0.01782772 274.4305 1.053835e-03  0.963811838
## 797 0.01782772 274.4526 8.945757e-04  0.888003216
## 798 0.01782772 274.4225 1.111469e-03  0.989816569
## 799 0.01782772 274.5095 4.831465e-04  0.652597472
## 800 0.01782772 274.4687 7.778747e-04  0.828058084
## 801 0.01782772 274.4816 6.847466e-04  0.776910364
## 802 0.01782772 274.4158 1.159800e-03  1.011108076
## 803 0.01782772 274.4474 9.317686e-04  0.906275053
## 804 0.01782772 274.4643 8.094925e-04  0.844719279
## 805 0.01782772 274.4409 9.789859e-04  0.928953974
## 806 0.01782772 274.3690 1.497684e-03  1.148989544
## 807 0.01782772 274.5059 5.096489e-04  0.670257258
## 808 0.01782772 274.4152 1.164113e-03  1.012986457
## 809 0.01782772 274.4789 7.042828e-04  0.787915304
## 810 0.01782772 274.4412 9.765962e-04  0.927819503
## 811 0.01782772 274.3302 1.777923e-03  1.251879338
## 812 0.01782772 274.3382 1.720050e-03  1.231335752
## 813 0.01782772 274.3356 1.738377e-03  1.237878507
## 814 0.01782772 274.4213 1.119930e-03  0.993576739
## 815 0.01782772 274.2394 2.432470e-03  1.464298989
## 816 0.01782772 274.3371 1.727951e-03  1.234160698
## 817 0.01782772 274.3992 1.279970e-03  1.062199002
## 818 0.01782772 274.3847 1.384271e-03  1.104629100
## 819 0.01782772 274.4567 8.649924e-04  0.873196768
## 820 0.01782772 274.3371 1.727849e-03  1.234124341
## 821 0.01782772 274.3470 1.656264e-03  1.208288964
## 822 0.01782772 274.4201 1.129121e-03  0.997645420
## 823 0.01782772 274.3506 1.630482e-03  1.198847590
## 824 0.01782772 274.4302 1.055926e-03  0.964767832
## 825 0.01782772 274.2405 2.424720e-03  1.461964350
## 826 0.01782772 274.2999 1.996344e-03  1.326550013
## 827 0.01782772 274.4885 6.347747e-04  0.748024442
## 828 0.01782772 274.4164 1.155423e-03  1.009198185
## 829 0.01782772 274.4182 1.142402e-03  1.003495765
## 830 0.01782772 274.4588 8.493651e-04  0.865273062
## 831 0.01878010 274.3215 1.940308e-03  1.273590026
## 832 0.01878010 274.1179 3.489049e-03  1.707842288
## 833 0.01878010 274.1920 2.925798e-03  1.563926697
## 834 0.01878010 274.4420 1.023507e-03  0.924995552
## 835 0.01878010 274.3761 1.524992e-03  1.129088519
## 836 0.01878010 274.2076 2.806752e-03  1.531779474
## 837 0.01878010 274.2633 2.383252e-03  1.411494579
## 838 0.01878010 274.3184 1.964438e-03  1.281484722
## 839 0.01878010 274.2958 2.135839e-03  1.336221657
## 840 0.01878010 274.2204 2.709465e-03  1.504998472
## 841 0.01782772 274.0560 3.755085e-03  1.819348426
## 842 0.01782772 274.2548 2.321891e-03  1.430628654
## 843 0.01782772 273.8761 5.051351e-03  2.110132615
## 844 0.01782772 274.0606 3.722242e-03  1.811374747
## 845 0.01782772 274.2207 2.567452e-03  1.504378580
## 846 0.01782772 274.3463 1.661559e-03  1.210218644
## 847 0.01782772 274.3182 1.864305e-03  1.281930531
## 848 0.01782772 274.3621 1.547304e-03  1.167868283
## 849 0.01782772 274.2031 2.694763e-03  1.541225915
## 850 0.01782772 274.2697 2.214397e-03  1.397120041
## 851 0.01782772 273.9743 4.344015e-03  1.956823421
## 852 0.01782772 274.3948 1.311326e-03  1.075130702
## 853 0.01782772 274.3328 1.758866e-03  1.245152067
## 854 0.01782772 274.2720 2.197524e-03  1.391787002
## 855 0.01782772 274.4110 1.194463e-03  1.026106206
## 856 0.01782772 274.0695 3.657769e-03  1.795618657
## 857 0.01782772 274.3515 1.623808e-03  1.196391678
## 858 0.01782772 274.3926 1.327140e-03  1.081594034
## 859 0.01782772 274.3934 1.321813e-03  1.079421517
## 860 0.01782772 274.4547 8.793589e-04  0.880418305
## 861 0.01782772 274.0556 3.757761e-03  1.819996556
## 862 0.01782772 274.3551 1.597663e-03  1.186720725
## 863 0.01782772 274.3395 1.710876e-03  1.228047728
## 864 0.01782772 274.4757 7.273342e-04  0.800705807
## 865 0.01782772 274.2909 2.061374e-03  1.347982818
## 866 0.01782772 273.4951 7.793942e-03  2.621105969
## 867 0.01782772 274.3885 1.357102e-03  1.093735249
## 868 0.01782772 274.3792 1.424244e-03  1.120464634
## 869 0.01782772 274.3213 1.841983e-03  1.274232914
## 870 0.01782772 274.4201 1.129038e-03  0.997608617
## 871 0.01782772 274.1446 3.116653e-03  1.657487198
## 872 0.01782772 274.2690 2.219096e-03  1.398601653
## 873 0.01782772 274.2809 2.133470e-03  1.371352945
## 874 0.01782772 274.2894 2.072127e-03  1.351494145
## 875 0.01782772 274.4170 1.151051e-03  1.007286923
## 876 0.01782772 274.0022 4.142872e-03  1.910982734
## 877 0.01782772 274.1949 2.753362e-03  1.557892916
## 878 0.01782772 274.2363 2.455410e-03  1.471187413
## 879 0.01782772 274.3116 1.911983e-03  1.298219092
## 880 0.01782772 274.3426 1.688234e-03  1.219894422
## 881 0.01782772 274.2140 2.615934e-03  1.518515917
## 882 0.01782772 274.2910 2.060266e-03  1.347620545
## 883 0.01782772 274.3427 1.687176e-03  1.219512228
## 884 0.01782772 274.1826 2.842351e-03  1.582868469
## 885 0.01782772 274.3313 1.769944e-03  1.249067105
## 886 0.01782772 273.9763 4.329489e-03  1.953548946
## 887 0.01782772 273.8928 4.931448e-03  2.084938247
## 888 0.01782772 274.1609 2.998865e-03  1.625864799
## 889 0.01782772 274.4224 1.112214e-03  0.990148321
## 890 0.01782772 274.4784 7.078263e-04  0.789894936
harju %>%
  ggplot(aes(factor(month, levels = month.abb), price_unit_area_mean, group = year)) +
  geom_line(alpha = 0.3) +
  geom_vline(xintercept = ymd("2008-09-15"), linetype = 2) +
  facet_wrap(~ area, scales = "free_y") +
  labs(title = bquote(Seasonal~trend~price~per~m^2~of~residential~apartments),
       subtitle = "Harju county",
       x = "Month",
       y = bquote(Mean~price~per~unit~area~(eur/m^2)),
       caption = "Source: Estonian Land Board, transactions database.") +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5)) +
  geom_line(data = predicted_pua, aes(month, .fitted, group = 1), 
              color = "red", 
              size = 2)

Residuals? Add also year to model to visualise residuals.

predicted_trans2 <- harju %>% 
  lm(transactions ~ month + year + area, data = .) %>% 
  augment
predicted_trans2
##     transactions month year      area   .fitted  .se.fit       .resid
## 1             65   Jan 2005  10-29,99  88.58743 9.129342  -23.5874267
## 2            155   Jan 2005  30-40,99 153.91327 9.129342    1.0867306
## 3            253   Jan 2005  41-54,99 245.34585 9.129342    7.6541463
## 4            230   Jan 2005  55-69,99 200.94698 9.129342   29.0530227
## 5            118   Jan 2005 70-249,99 175.78967 9.129342  -57.7896739
## 6             63   Feb 2005  10-29,99  99.50743 9.129342  -36.5074267
## 7            175   Feb 2005  30-40,99 164.83327 9.129342   10.1667306
## 8            257   Feb 2005  41-54,99 256.26585 9.129342    0.7341463
## 9            249   Feb 2005  55-69,99 211.86698 9.129342   37.1330227
## 10           174   Feb 2005 70-249,99 186.70967 9.129342  -12.7096739
## 11            88   Mar 2005  10-29,99 125.02743 9.129342  -37.0274267
## 12           220   Mar 2005  30-40,99 190.35327 9.129342   29.6467306
## 13           350   Mar 2005  41-54,99 281.78585 9.129342   68.2141463
## 14           350   Mar 2005  55-69,99 237.38698 9.129342  112.6130227
## 15           199   Mar 2005 70-249,99 212.22967 9.129342  -13.2296739
## 16           101   Apr 2005  10-29,99 120.92076 9.129342  -19.9207601
## 17           202   Apr 2005  30-40,99 186.24660 9.129342   15.7533972
## 18           360   Apr 2005  41-54,99 277.67919 9.129342   82.3208130
## 19           329   Apr 2005  55-69,99 233.28031 9.129342   95.7196894
## 20           200   Apr 2005 70-249,99 208.12301 9.129342   -8.1230072
## 21           107   May 2005  10-29,99 123.94743 9.129342  -16.9474267
## 22           247   May 2005  30-40,99 189.27327 9.129342   57.7267306
## 23           404   May 2005  41-54,99 280.70585 9.129342  123.2941463
## 24           398   May 2005  55-69,99 236.30698 9.129342  161.6930227
## 25           226   May 2005 70-249,99 211.14967 9.129342   14.8503261
## 26           103   Jun 2005  10-29,99 106.98743 9.129342   -3.9874267
## 27           251   Jun 2005  30-40,99 172.31327 9.129342   78.6867306
## 28           408   Jun 2005  41-54,99 263.74585 9.129342  144.2541463
## 29           417   Jun 2005  55-69,99 219.34698 9.129342  197.6530227
## 30           232   Jun 2005 70-249,99 194.18967 9.129342   37.8103261
## 31           109   Jul 2005  10-29,99 111.74743 9.129342   -2.7474267
## 32           242   Jul 2005  30-40,99 177.07327 9.129342   64.9267306
## 33           422   Jul 2005  41-54,99 268.50585 9.129342  153.4941463
## 34           380   Jul 2005  55-69,99 224.10698 9.129342  155.8930227
## 35           241   Jul 2005 70-249,99 198.94967 9.129342   42.0503261
## 36           179   Aug 2005  10-29,99 119.45409 9.129342   59.5459066
## 37           297   Aug 2005  30-40,99 184.77994 9.129342  112.2200639
## 38           492   Aug 2005  41-54,99 276.21252 9.129342  215.7874796
## 39           421   Aug 2005  55-69,99 231.81364 9.129342  189.1863560
## 40           265   Aug 2005 70-249,99 206.65634 9.129342   58.3436594
## 41           177   Sep 2005  10-29,99 124.25409 9.129342   52.7459066
## 42           302   Sep 2005  30-40,99 189.57994 9.129342  112.4200639
## 43           472   Sep 2005  41-54,99 281.01252 9.129342  190.9874796
## 44           443   Sep 2005  55-69,99 236.61364 9.129342  206.3863560
## 45           281   Sep 2005 70-249,99 211.45634 9.129342   69.5436594
## 46           184   Oct 2005  10-29,99 128.05409 9.129342   55.9459066
## 47           334   Oct 2005  30-40,99 193.37994 9.129342  140.6200639
## 48           512   Oct 2005  41-54,99 284.81252 9.129342  227.1874796
## 49           411   Oct 2005  55-69,99 240.41364 9.129342  170.5863560
## 50           310   Oct 2005 70-249,99 215.25634 9.129342   94.7436594
## 51           166   Nov 2005  10-29,99 128.31564 9.243226   37.6843561
## 52           278   Nov 2005  30-40,99 193.64149 9.243226   84.3585134
## 53           530   Nov 2005  41-54,99 285.07407 9.243226  244.9259292
## 54           461   Nov 2005  55-69,99 240.67519 9.243226  220.3248056
## 55           338   Nov 2005 70-249,99 215.51789 9.243226  122.4821090
## 56           152   Dec 2005  10-29,99 124.98707 9.243226   27.0129276
## 57           323   Dec 2005  30-40,99 190.31292 9.243226  132.6870849
## 58           471   Dec 2005  41-54,99 281.74550 9.243226  189.2545006
## 59           457   Dec 2005  55-69,99 237.34662 9.243226  219.6533770
## 60           339   Dec 2005 70-249,99 212.18932 9.243226  126.8106804
## 61           129   Jan 2006  10-29,99  84.21063 8.912216   44.7893733
## 62           234   Jan 2006  30-40,99 149.53647 8.912216   84.4635306
## 63           447   Jan 2006  41-54,99 240.96905 8.912216  206.0309463
## 64           350   Jan 2006  55-69,99 196.57018 8.912216  153.4298227
## 65           229   Jan 2006 70-249,99 171.41287 8.912216   57.5871261
## 66           102   Feb 2006  10-29,99  95.13063 8.912216    6.8693733
## 67           190   Feb 2006  30-40,99 160.45647 8.912216   29.5435306
## 68           327   Feb 2006  41-54,99 251.88905 8.912216   75.1109463
## 69           321   Feb 2006  55-69,99 207.49018 8.912216  113.5098227
## 70           269   Feb 2006 70-249,99 182.33287 8.912216   86.6671261
## 71           178   Mar 2006  10-29,99 120.65063 8.912216   57.3493733
## 72           225   Mar 2006  30-40,99 185.97647 8.912216   39.0235306
## 73           414   Mar 2006  41-54,99 277.40905 8.912216  136.5909463
## 74           331   Mar 2006  55-69,99 233.01018 8.912216   97.9898227
## 75           272   Mar 2006 70-249,99 207.85287 8.912216   64.1471261
## 76            93   Apr 2006  10-29,99 116.54396 8.912216  -23.5439600
## 77           191   Apr 2006  30-40,99 181.86980 8.912216    9.1301973
## 78           288   Apr 2006  41-54,99 273.30239 8.912216   14.6976130
## 79           287   Apr 2006  55-69,99 228.90351 8.912216   58.0964894
## 80           235   Apr 2006 70-249,99 203.74621 8.912216   31.2537928
## 81            99   May 2006  10-29,99 119.57063 8.912216  -20.5706267
## 82           204   May 2006  30-40,99 184.89647 8.912216   19.1035306
## 83           362   May 2006  41-54,99 276.32905 8.912216   85.6709463
## 84           285   May 2006  55-69,99 231.93018 8.912216   53.0698227
## 85           232   May 2006 70-249,99 206.77287 8.912216   25.2271261
## 86            85   Jun 2006  10-29,99 102.61063 8.912216  -17.6106267
## 87           165   Jun 2006  30-40,99 167.93647 8.912216   -2.9364694
## 88           365   Jun 2006  41-54,99 259.36905 8.912216  105.6309463
## 89           285   Jun 2006  55-69,99 214.97018 8.912216   70.0298227
## 90           271   Jun 2006 70-249,99 189.81287 8.912216   81.1871261
## 91            84   Jul 2006  10-29,99 107.37063 8.912216  -23.3706267
## 92           180   Jul 2006  30-40,99 172.69647 8.912216    7.3035306
## 93           310   Jul 2006  41-54,99 264.12905 8.912216   45.8709463
## 94           278   Jul 2006  55-69,99 219.73018 8.912216   58.2698227
## 95           218   Jul 2006 70-249,99 194.57287 8.912216   23.4271261
## 96           139   Aug 2006  10-29,99 115.07729 8.912216   23.9227066
## 97           248   Aug 2006  30-40,99 180.40314 8.912216   67.5968639
## 98           426   Aug 2006  41-54,99 271.83572 8.912216  154.1642797
## 99           316   Aug 2006  55-69,99 227.43684 8.912216   88.5631561
## 100          243   Aug 2006 70-249,99 202.27954 8.912216   40.7204595
## 101          115   Sep 2006  10-29,99 119.87729 8.912216   -4.8772934
## 102          257   Sep 2006  30-40,99 185.20314 8.912216   71.7968639
## 103          395   Sep 2006  41-54,99 276.63572 8.912216  118.3642797
## 104          343   Sep 2006  55-69,99 232.23684 8.912216  110.7631561
## 105          271   Sep 2006 70-249,99 207.07954 8.912216   63.9204595
## 106          121   Oct 2006  10-29,99 123.67729 8.912216   -2.6772934
## 107          274   Oct 2006  30-40,99 189.00314 8.912216   84.9968639
## 108          476   Oct 2006  41-54,99 280.43572 8.912216  195.5642797
## 109          421   Oct 2006  55-69,99 236.03684 8.912216  184.9631561
## 110          309   Oct 2006 70-249,99 210.87954 8.912216   98.1204595
## 111          138   Nov 2006  10-29,99 123.93884 9.043198   14.0611562
## 112          308   Nov 2006  30-40,99 189.26469 9.043198  118.7353135
## 113          478   Nov 2006  41-54,99 280.69727 9.043198  197.3027292
## 114          367   Nov 2006  55-69,99 236.29839 9.043198  130.7016056
## 115          315   Nov 2006 70-249,99 211.14109 9.043198  103.8589090
## 116          119   Dec 2006  10-29,99 120.61027 9.043198   -1.6102724
## 117          240   Dec 2006  30-40,99 185.93612 9.043198   54.0638849
## 118          429   Dec 2006  41-54,99 277.36870 9.043198  151.6313006
## 119          363   Dec 2006  55-69,99 232.96982 9.043198  130.0301770
## 120          315   Dec 2006 70-249,99 207.81252 9.043198  107.1874804
## 121           99   Jan 2007  10-29,99  79.83383 8.727362   19.1661733
## 122          216   Jan 2007  30-40,99 145.15967 8.727362   70.8403306
## 123          342   Jan 2007  41-54,99 236.59225 8.727362  105.4077464
## 124          270   Jan 2007  55-69,99 192.19338 8.727362   77.8066228
## 125          219   Jan 2007 70-249,99 167.03607 8.727362   51.9639261
## 126          107   Feb 2007  10-29,99  90.75383 8.727362   16.2461733
## 127          239   Feb 2007  30-40,99 156.07967 8.727362   82.9203306
## 128          377   Feb 2007  41-54,99 247.51225 8.727362  129.4877464
## 129          297   Feb 2007  55-69,99 203.11338 8.727362   93.8866228
## 130          238   Feb 2007 70-249,99 177.95607 8.727362   60.0439261
## 131          122   Mar 2007  10-29,99 116.27383 8.727362    5.7261733
## 132          233   Mar 2007  30-40,99 181.59967 8.727362   51.4003306
## 133          457   Mar 2007  41-54,99 273.03225 8.727362  183.9677464
## 134          361   Mar 2007  55-69,99 228.63338 8.727362  132.3666228
## 135          258   Mar 2007 70-249,99 203.47607 8.727362   54.5239261
## 136          121   Apr 2007  10-29,99 112.16716 8.727362    8.8328400
## 137          261   Apr 2007  30-40,99 177.49300 8.727362   83.5069973
## 138          420   Apr 2007  41-54,99 268.92559 8.727362  151.0744130
## 139          322   Apr 2007  55-69,99 224.52671 8.727362   97.4732894
## 140          240   Apr 2007 70-249,99 199.36941 8.727362   40.6305928
## 141          120   May 2007  10-29,99 115.19383 8.727362    4.8061733
## 142          237   May 2007  30-40,99 180.51967 8.727362   56.4803306
## 143          414   May 2007  41-54,99 271.95225 8.727362  142.0477464
## 144          337   May 2007  55-69,99 227.55338 8.727362  109.4466228
## 145          305   May 2007 70-249,99 202.39607 8.727362  102.6039261
## 146           90   Jun 2007  10-29,99  98.23383 8.727362   -8.2338267
## 147          189   Jun 2007  30-40,99 163.55967 8.727362   25.4403306
## 148          312   Jun 2007  41-54,99 254.99225 8.727362   57.0077464
## 149          243   Jun 2007  55-69,99 210.59338 8.727362   32.4066228
## 150          205   Jun 2007 70-249,99 185.43607 8.727362   19.5639261
## 151           84   Jul 2007  10-29,99 102.99383 8.727362  -18.9938267
## 152          179   Jul 2007  30-40,99 168.31967 8.727362   10.6803306
## 153          304   Jul 2007  41-54,99 259.75225 8.727362   44.2477464
## 154          177   Jul 2007  55-69,99 215.35338 8.727362  -38.3533772
## 155          168   Jul 2007 70-249,99 190.19607 8.727362  -22.1960739
## 156          101   Aug 2007  10-29,99 110.70049 8.727362   -9.7004933
## 157          150   Aug 2007  30-40,99 176.02634 8.727362  -26.0263360
## 158          252   Aug 2007  41-54,99 267.45892 8.727362  -15.4589203
## 159          200   Aug 2007  55-69,99 223.06004 8.727362  -23.0600439
## 160          184   Aug 2007 70-249,99 197.90274 8.727362  -13.9027405
## 161           89   Sep 2007  10-29,99 115.50049 8.727362  -26.5004933
## 162          138   Sep 2007  30-40,99 180.82634 8.727362  -42.8263360
## 163          255   Sep 2007  41-54,99 272.25892 8.727362  -17.2589203
## 164          206   Sep 2007  55-69,99 227.86004 8.727362  -21.8600439
## 165          148   Sep 2007 70-249,99 202.70274 8.727362  -54.7027405
## 166           95   Oct 2007  10-29,99 119.30049 8.727362  -24.3004933
## 167          174   Oct 2007  30-40,99 184.62634 8.727362  -10.6263360
## 168          263   Oct 2007  41-54,99 276.05892 8.727362  -13.0589203
## 169          229   Oct 2007  55-69,99 231.66004 8.727362   -2.6600439
## 170          205   Oct 2007 70-249,99 206.50274 8.727362   -1.5027405
## 171           90   Nov 2007  10-29,99 119.56204 8.875706  -29.5620438
## 172          156   Nov 2007  30-40,99 184.88789 8.875706  -28.8878865
## 173          266   Nov 2007  41-54,99 276.32047 8.875706  -10.3204708
## 174          220   Nov 2007  55-69,99 231.92159 8.875706  -11.9215944
## 175          156   Nov 2007 70-249,99 206.76429 8.875706  -50.7642910
## 176           57   Dec 2007  10-29,99 116.23347 8.875706  -59.2334724
## 177          121   Dec 2007  30-40,99 181.55932 8.875706  -60.5593151
## 178          234   Dec 2007  41-54,99 272.99190 8.875706  -38.9918993
## 179          195   Dec 2007  55-69,99 228.59302 8.875706  -33.5930229
## 180          136   Dec 2007 70-249,99 203.43572 8.875706  -67.4357196
## 181           77   Jan 2008  10-29,99  75.45703 8.576865    1.5429734
## 182          118   Jan 2008  30-40,99 140.78287 8.576865  -22.7828693
## 183          194   Jan 2008  41-54,99 232.21545 8.576865  -38.2154536
## 184          158   Jan 2008  55-69,99 187.81658 8.576865  -29.8165772
## 185          116   Jan 2008 70-249,99 162.65927 8.576865  -46.6592738
## 186           64   Feb 2008  10-29,99  86.37703 8.576865  -22.3770266
## 187          134   Feb 2008  30-40,99 151.70287 8.576865  -17.7028693
## 188          237   Feb 2008  41-54,99 243.13545 8.576865   -6.1354536
## 189          181   Feb 2008  55-69,99 198.73658 8.576865  -17.7365772
## 190          158   Feb 2008 70-249,99 173.57927 8.576865  -15.5792738
## 191           70   Mar 2008  10-29,99 111.89703 8.576865  -41.8970266
## 192          112   Mar 2008  30-40,99 177.22287 8.576865  -65.2228693
## 193          236   Mar 2008  41-54,99 268.65545 8.576865  -32.6554536
## 194          214   Mar 2008  55-69,99 224.25658 8.576865  -10.2565772
## 195          181   Mar 2008 70-249,99 199.09927 8.576865  -18.0992738
## 196           82   Apr 2008  10-29,99 107.79036 8.576865  -25.7903600
## 197          166   Apr 2008  30-40,99 173.11620 8.576865   -7.1162027
## 198          239   Apr 2008  41-54,99 264.54879 8.576865  -25.5487869
## 199          221   Apr 2008  55-69,99 220.14991 8.576865    0.8500895
## 200          193   Apr 2008 70-249,99 194.99261 8.576865   -1.9926072
## 201           54   May 2008  10-29,99 110.81703 8.576865  -56.8170266
## 202          140   May 2008  30-40,99 176.14287 8.576865  -36.1428693
## 203          223   May 2008  41-54,99 267.57545 8.576865  -44.5754536
## 204          218   May 2008  55-69,99 223.17658 8.576865   -5.1765772
## 205          150   May 2008 70-249,99 198.01927 8.576865  -48.0192738
## 206           77   Jun 2008  10-29,99  93.85703 8.576865  -16.8570266
## 207          108   Jun 2008  30-40,99 159.18287 8.576865  -51.1828693
## 208          190   Jun 2008  41-54,99 250.61545 8.576865  -60.6154536
## 209          143   Jun 2008  55-69,99 206.21658 8.576865  -63.2165772
## 210          163   Jun 2008 70-249,99 181.05927 8.576865  -18.0592738
## 211           56   Jul 2008  10-29,99  98.61703 8.576865  -42.6170266
## 212          152   Jul 2008  30-40,99 163.94287 8.576865  -11.9428693
## 213          209   Jul 2008  41-54,99 255.37545 8.576865  -46.3754536
## 214          177   Jul 2008  55-69,99 210.97658 8.576865  -33.9765772
## 215          152   Jul 2008 70-249,99 185.81927 8.576865  -33.8192738
## 216           76   Aug 2008  10-29,99 106.32369 8.576865  -30.3236933
## 217           94   Aug 2008  30-40,99 171.64954 8.576865  -77.6495360
## 218          174   Aug 2008  41-54,99 263.08212 8.576865  -89.0821203
## 219          161   Aug 2008  55-69,99 218.68324 8.576865  -57.6832439
## 220          110   Aug 2008 70-249,99 193.52594 8.576865  -83.5259405
## 221           75   Sep 2008  10-29,99 111.12369 8.576865  -36.1236933
## 222          101   Sep 2008  30-40,99 176.44954 8.576865  -75.4495360
## 223          205   Sep 2008  41-54,99 267.88212 8.576865  -62.8821203
## 224          151   Sep 2008  55-69,99 223.48324 8.576865  -72.4832439
## 225          150   Sep 2008 70-249,99 198.32594 8.576865  -48.3259405
## 226           69   Oct 2008  10-29,99 114.92369 8.576865  -45.9236933
## 227          109   Oct 2008  30-40,99 180.24954 8.576865  -71.2495360
## 228          188   Oct 2008  41-54,99 271.68212 8.576865  -83.6821203
## 229          154   Oct 2008  55-69,99 227.28324 8.576865  -73.2832439
## 230          148   Oct 2008 70-249,99 202.12594 8.576865  -54.1259405
## 231           42   Nov 2008  10-29,99 115.18524 8.742620  -73.1852438
## 232           94   Nov 2008  30-40,99 180.51109 8.742620  -86.5110865
## 233          113   Nov 2008  41-54,99 271.94367 8.742620 -158.9436707
## 234          125   Nov 2008  55-69,99 227.54479 8.742620 -102.5447943
## 235          100   Nov 2008 70-249,99 202.38749 8.742620 -102.3874909
## 236           49   Dec 2008  10-29,99 111.85667 8.742620  -62.8566723
## 237           67   Dec 2008  30-40,99 177.18252 8.742620 -110.1825150
## 238          140   Dec 2008  41-54,99 268.61510 8.742620 -128.6150993
## 239          100   Dec 2008  55-69,99 224.21622 8.742620 -124.2162229
## 240          113   Dec 2008 70-249,99 199.05892 8.742620  -86.0589195
## 241           23   Jan 2009  10-29,99  71.08023 8.462559  -48.0802266
## 242           64   Jan 2009  30-40,99 136.40607 8.462559  -72.4060693
## 243           80   Jan 2009  41-54,99 227.83865 8.462559 -147.8386536
## 244           68   Jan 2009  55-69,99 183.43978 8.462559 -115.4397772
## 245           88   Jan 2009 70-249,99 158.28247 8.462559  -70.2824738
## 246           49   Feb 2009  10-29,99  82.00023 8.462559  -33.0002266
## 247           60   Feb 2009  30-40,99 147.32607 8.462559  -87.3260693
## 248           85   Feb 2009  41-54,99 238.75865 8.462559 -153.7586536
## 249           89   Feb 2009  55-69,99 194.35978 8.462559 -105.3597772
## 250           82   Feb 2009 70-249,99 169.20247 8.462559  -87.2024738
## 251           56   Mar 2009  10-29,99 107.52023 8.462559  -51.5202266
## 252           58   Mar 2009  30-40,99 172.84607 8.462559 -114.8460693
## 253           95   Mar 2009  41-54,99 264.27865 8.462559 -169.2786536
## 254           89   Mar 2009  55-69,99 219.87978 8.462559 -130.8797772
## 255           79   Mar 2009 70-249,99 194.72247 8.462559 -115.7224738
## 256           30   Apr 2009  10-29,99 103.41356 8.462559  -73.4135599
## 257           83   Apr 2009  30-40,99 168.73940 8.462559  -85.7394026
## 258          112   Apr 2009  41-54,99 260.17199 8.462559 -148.1719869
## 259          146   Apr 2009  55-69,99 215.77311 8.462559  -69.7731105
## 260          112   Apr 2009 70-249,99 190.61581 8.462559  -78.6158071
## 261           36   May 2009  10-29,99 106.44023 8.462559  -70.4402266
## 262           79   May 2009  30-40,99 171.76607 8.462559  -92.7660693
## 263          104   May 2009  41-54,99 263.19865 8.462559 -159.1986536
## 264           76   May 2009  55-69,99 218.79978 8.462559 -142.7997772
## 265           99   May 2009 70-249,99 193.64247 8.462559  -94.6424738
## 266           48   Jun 2009  10-29,99  89.48023 8.462559  -41.4802266
## 267           82   Jun 2009  30-40,99 154.80607 8.462559  -72.8060693
## 268          100   Jun 2009  41-54,99 246.23865 8.462559 -146.2386536
## 269           97   Jun 2009  55-69,99 201.83978 8.462559 -104.8397772
## 270           97   Jun 2009 70-249,99 176.68247 8.462559  -79.6824738
## 271           79   Jul 2009  10-29,99  94.24023 8.462559  -15.2402266
## 272           92   Jul 2009  30-40,99 159.56607 8.462559  -67.5660693
## 273          171   Jul 2009  41-54,99 250.99865 8.462559  -79.9986536
## 274          134   Jul 2009  55-69,99 206.59978 8.462559  -72.5997772
## 275          101   Jul 2009 70-249,99 181.44247 8.462559  -80.4424738
## 276           56   Aug 2009  10-29,99 101.94689 8.462559  -45.9468933
## 277           74   Aug 2009  30-40,99 167.27274 8.462559  -93.2727360
## 278          117   Aug 2009  41-54,99 258.70532 8.462559 -141.7053202
## 279          121   Aug 2009  55-69,99 214.30644 8.462559  -93.3064438
## 280          100   Aug 2009 70-249,99 189.14914 8.462559  -89.1491405
## 281           62   Sep 2009  10-29,99 106.74689 8.462559  -44.7468933
## 282          124   Sep 2009  30-40,99 172.07274 8.462559  -48.0727360
## 283          158   Sep 2009  41-54,99 263.50532 8.462559 -105.5053202
## 284          133   Sep 2009  55-69,99 219.10644 8.462559  -86.1064438
## 285          107   Sep 2009 70-249,99 193.94914 8.462559  -86.9491405
## 286           71   Oct 2009  10-29,99 110.54689 8.462559  -39.5468933
## 287          114   Oct 2009  30-40,99 175.87274 8.462559  -61.8727360
## 288          169   Oct 2009  41-54,99 267.30532 8.462559  -98.3053202
## 289          169   Oct 2009  55-69,99 222.90644 8.462559  -53.9064438
## 290          123   Oct 2009 70-249,99 197.74914 8.462559  -74.7491405
## 291           68   Nov 2009  10-29,99 110.80844 8.645530  -42.8084437
## 292          114   Nov 2009  30-40,99 176.13429 8.645530  -62.1342864
## 293          175   Nov 2009  41-54,99 267.56687 8.645530  -92.5668707
## 294          113   Nov 2009  55-69,99 223.16799 8.645530 -110.1679943
## 295          153   Nov 2009 70-249,99 198.01069 8.645530  -45.0106909
## 296           69   Dec 2009  10-29,99 107.47987 8.645530  -38.4798723
## 297          118   Dec 2009  30-40,99 172.80571 8.645530  -54.8057150
## 298          159   Dec 2009  41-54,99 264.23830 8.645530 -105.2382993
## 299          139   Dec 2009  55-69,99 219.83942 8.645530  -80.8394229
## 300          120   Dec 2009 70-249,99 194.68212 8.645530  -74.6821195
## 301           41   Jan 2010  10-29,99  66.70343 8.385924  -25.7034266
## 302           72   Jan 2010  30-40,99 132.02927 8.385924  -60.0292693
## 303          120   Jan 2010  41-54,99 223.46185 8.385924 -103.4618535
## 304           98   Jan 2010  55-69,99 179.06298 8.385924  -81.0629771
## 305           99   Jan 2010 70-249,99 153.90567 8.385924  -54.9056738
## 306           56   Feb 2010  10-29,99  77.62343 8.385924  -21.6234266
## 307          111   Feb 2010  30-40,99 142.94927 8.385924  -31.9492693
## 308          125   Feb 2010  41-54,99 234.38185 8.385924 -109.3818535
## 309          113   Feb 2010  55-69,99 189.98298 8.385924  -76.9829771
## 310           94   Feb 2010 70-249,99 164.82567 8.385924  -70.8256738
## 311           92   Mar 2010  10-29,99 103.14343 8.385924  -11.1434266
## 312          126   Mar 2010  30-40,99 168.46927 8.385924  -42.4692693
## 313          160   Mar 2010  41-54,99 259.90185 8.385924  -99.9018535
## 314          133   Mar 2010  55-69,99 215.50298 8.385924  -82.5029771
## 315          106   Mar 2010 70-249,99 190.34567 8.385924  -84.3456738
## 316           84   Apr 2010  10-29,99  99.03676 8.385924  -15.0367599
## 317          158   Apr 2010  30-40,99 164.36260 8.385924   -6.3626026
## 318          154   Apr 2010  41-54,99 255.79519 8.385924 -101.7951869
## 319          160   Apr 2010  55-69,99 211.39631 8.385924  -51.3963105
## 320          102   Apr 2010 70-249,99 186.23901 8.385924  -84.2390071
## 321           63   May 2010  10-29,99 102.06343 8.385924  -39.0634266
## 322          157   May 2010  30-40,99 167.38927 8.385924  -10.3892693
## 323          163   May 2010  41-54,99 258.82185 8.385924  -95.8218535
## 324          150   May 2010  55-69,99 214.42298 8.385924  -64.4229771
## 325          124   May 2010 70-249,99 189.26567 8.385924  -65.2656738
## 326           56   Jun 2010  10-29,99  85.10343 8.385924  -29.1034266
## 327          124   Jun 2010  30-40,99 150.42927 8.385924  -26.4292693
## 328          159   Jun 2010  41-54,99 241.86185 8.385924  -82.8618535
## 329          122   Jun 2010  55-69,99 197.46298 8.385924  -75.4629771
## 330          115   Jun 2010 70-249,99 172.30567 8.385924  -57.3056738
## 331           66   Jul 2010  10-29,99  89.86343 8.385924  -23.8634266
## 332          116   Jul 2010  30-40,99 155.18927 8.385924  -39.1892693
## 333          136   Jul 2010  41-54,99 246.62185 8.385924 -110.6218535
## 334          158   Jul 2010  55-69,99 202.22298 8.385924  -44.2229771
## 335          102   Jul 2010 70-249,99 177.06567 8.385924  -75.0656738
## 336           64   Aug 2010  10-29,99  97.57009 8.385924  -33.5700932
## 337           92   Aug 2010  30-40,99 162.89594 8.385924  -70.8959359
## 338          138   Aug 2010  41-54,99 254.32852 8.385924 -116.3285202
## 339          135   Aug 2010  55-69,99 209.92964 8.385924  -74.9296438
## 340           91   Aug 2010 70-249,99 184.77234 8.385924  -93.7723404
## 341           76   Sep 2010  10-29,99 102.37009 8.385924  -26.3700932
## 342          121   Sep 2010  30-40,99 167.69594 8.385924  -46.6959359
## 343          179   Sep 2010  41-54,99 259.12852 8.385924  -80.1285202
## 344          143   Sep 2010  55-69,99 214.72964 8.385924  -71.7296438
## 345          122   Sep 2010 70-249,99 189.57234 8.385924  -67.5723404
## 346           72   Oct 2010  10-29,99 106.17009 8.385924  -34.1700932
## 347          122   Oct 2010  30-40,99 171.49594 8.385924  -49.4959359
## 348          153   Oct 2010  41-54,99 262.92852 8.385924 -109.9285202
## 349          118   Oct 2010  55-69,99 218.52964 8.385924 -100.5296438
## 350          124   Oct 2010 70-249,99 193.37234 8.385924  -69.3723404
## 351           93   Nov 2010  10-29,99 106.43164 8.585657  -13.4316437
## 352          130   Nov 2010  30-40,99 171.75749 8.585657  -41.7574864
## 353          211   Nov 2010  41-54,99 263.19007 8.585657  -52.1900707
## 354          149   Nov 2010  55-69,99 218.79119 8.585657  -69.7911943
## 355          138   Nov 2010 70-249,99 193.63389 8.585657  -55.6338909
## 356          113   Dec 2010  10-29,99 103.10307 8.585657    9.8969277
## 357          121   Dec 2010  30-40,99 168.42891 8.585657  -47.4289150
## 358          163   Dec 2010  41-54,99 259.86150 8.585657  -96.8614992
## 359          165   Dec 2010  55-69,99 215.46262 8.585657  -50.4626228
## 360          136   Dec 2010 70-249,99 190.30532 8.585657  -54.3053195
## 361           44   Jan 2011  10-29,99  62.32663 8.347999  -18.3266265
## 362           84   Jan 2011  30-40,99 127.65247 8.347999  -43.6524692
## 363          109   Jan 2011  41-54,99 219.08505 8.347999 -110.0850535
## 364           90   Jan 2011  55-69,99 174.68618 8.347999  -84.6861771
## 365           76   Jan 2011 70-249,99 149.52887 8.347999  -73.5288737
## 366           44   Feb 2011  10-29,99  73.24663 8.347999  -29.2466265
## 367           88   Feb 2011  30-40,99 138.57247 8.347999  -50.5724692
## 368          122   Feb 2011  41-54,99 230.00505 8.347999 -108.0050535
## 369           97   Feb 2011  55-69,99 185.60618 8.347999  -88.6061771
## 370          110   Feb 2011 70-249,99 160.44887 8.347999  -50.4488737
## 371           97   Mar 2011  10-29,99  98.76663 8.347999   -1.7666265
## 372          103   Mar 2011  30-40,99 164.09247 8.347999  -61.0924692
## 373          149   Mar 2011  41-54,99 255.52505 8.347999 -106.5250535
## 374          120   Mar 2011  55-69,99 211.12618 8.347999  -91.1261771
## 375          109   Mar 2011 70-249,99 185.96887 8.347999  -76.9688737
## 376           50   Apr 2011  10-29,99  94.65996 8.347999  -44.6599599
## 377          100   Apr 2011  30-40,99 159.98580 8.347999  -59.9858026
## 378          146   Apr 2011  41-54,99 251.41839 8.347999 -105.4183868
## 379          120   Apr 2011  55-69,99 207.01951 8.347999  -87.0195104
## 380          117   Apr 2011 70-249,99 181.86221 8.347999  -64.8622071
## 381           76   May 2011  10-29,99  97.68663 8.347999  -21.6866265
## 382          100   May 2011  30-40,99 163.01247 8.347999  -63.0124692
## 383          143   May 2011  41-54,99 254.44505 8.347999 -111.4450535
## 384          122   May 2011  55-69,99 210.04618 8.347999  -88.0461771
## 385          117   May 2011 70-249,99 184.88887 8.347999  -67.8888737
## 386           46   Jun 2011  10-29,99  80.72663 8.347999  -34.7266265
## 387          115   Jun 2011  30-40,99 146.05247 8.347999  -31.0524692
## 388          168   Jun 2011  41-54,99 237.48505 8.347999  -69.4850535
## 389          119   Jun 2011  55-69,99 193.08618 8.347999  -74.0861771
## 390          125   Jun 2011 70-249,99 167.92887 8.347999  -42.9288737
## 391           47   Jul 2011  10-29,99  85.48663 8.347999  -38.4866265
## 392           90   Jul 2011  30-40,99 150.81247 8.347999  -60.8124692
## 393          155   Jul 2011  41-54,99 242.24505 8.347999  -87.2450535
## 394          119   Jul 2011  55-69,99 197.84618 8.347999  -78.8461771
## 395           95   Jul 2011 70-249,99 172.68887 8.347999  -77.6888737
## 396           69   Aug 2011  10-29,99  93.19329 8.347999  -24.1932932
## 397          131   Aug 2011  30-40,99 158.51914 8.347999  -27.5191359
## 398          196   Aug 2011  41-54,99 249.95172 8.347999  -53.9517202
## 399          133   Aug 2011  55-69,99 205.55284 8.347999  -72.5528438
## 400          127   Aug 2011 70-249,99 180.39554 8.347999  -53.3955404
## 401           65   Sep 2011  10-29,99  97.99329 8.347999  -32.9932932
## 402          125   Sep 2011  30-40,99 163.31914 8.347999  -38.3191359
## 403          153   Sep 2011  41-54,99 254.75172 8.347999 -101.7517202
## 404          136   Sep 2011  55-69,99 210.35284 8.347999  -74.3528438
## 405          158   Sep 2011 70-249,99 185.19554 8.347999  -27.1955404
## 406           78   Oct 2011  10-29,99 101.79329 8.347999  -23.7932932
## 407          131   Oct 2011  30-40,99 167.11914 8.347999  -36.1191359
## 408          180   Oct 2011  41-54,99 258.55172 8.347999  -78.5517202
## 409          124   Oct 2011  55-69,99 214.15284 8.347999  -90.1528438
## 410          129   Oct 2011 70-249,99 188.99554 8.347999  -59.9955404
## 411           58   Nov 2011  10-29,99 102.05484 8.563781  -44.0548437
## 412          114   Nov 2011  30-40,99 167.38069 8.563781  -53.3806864
## 413          178   Nov 2011  41-54,99 258.81327 8.563781  -80.8132706
## 414          174   Nov 2011  55-69,99 214.41439 8.563781  -40.4143942
## 415          130   Nov 2011 70-249,99 189.25709 8.563781  -59.2570909
## 416           82   Dec 2011  10-29,99  98.72627 8.563781  -16.7262722
## 417          138   Dec 2011  30-40,99 164.05211 8.563781  -26.0521149
## 418          204   Dec 2011  41-54,99 255.48470 8.563781  -51.4846992
## 419          153   Dec 2011  55-69,99 211.08582 8.563781  -58.0858228
## 420          135   Dec 2011 70-249,99 185.92852 8.563781  -50.9285194
## 421           72   Jan 2012  10-29,99  57.94983 8.349309   14.0501735
## 422          119   Jan 2012  30-40,99 123.27567 8.349309   -4.2756692
## 423          156   Jan 2012  41-54,99 214.70825 8.349309  -58.7082535
## 424          122   Jan 2012  55-69,99 170.30938 8.349309  -48.3093771
## 425           95   Jan 2012 70-249,99 145.15207 8.349309  -50.1520737
## 426           66   Feb 2012  10-29,99  68.86983 8.349309   -2.8698265
## 427           98   Feb 2012  30-40,99 134.19567 8.349309  -36.1956692
## 428          184   Feb 2012  41-54,99 225.62825 8.349309  -41.6282535
## 429          133   Feb 2012  55-69,99 181.22938 8.349309  -48.2293771
## 430          128   Feb 2012 70-249,99 156.07207 8.349309  -28.0720737
## 431           66   Mar 2012  10-29,99  94.38983 8.349309  -28.3898265
## 432          122   Mar 2012  30-40,99 159.71567 8.349309  -37.7156692
## 433          182   Mar 2012  41-54,99 251.14825 8.349309  -69.1482535
## 434          141   Mar 2012  55-69,99 206.74938 8.349309  -65.7493771
## 435          143   Mar 2012 70-249,99 181.59207 8.349309  -38.5920737
## 436           76   Apr 2012  10-29,99  90.28316 8.349309  -14.2831598
## 437          148   Apr 2012  30-40,99 155.60900 8.349309   -7.6090025
## 438          182   Apr 2012  41-54,99 247.04159 8.349309  -65.0415868
## 439          143   Apr 2012  55-69,99 202.64271 8.349309  -59.6427104
## 440          121   Apr 2012 70-249,99 177.48541 8.349309  -56.4854070
## 441           77   May 2012  10-29,99  93.30983 8.349309  -16.3098265
## 442          127   May 2012  30-40,99 158.63567 8.349309  -31.6356692
## 443          222   May 2012  41-54,99 250.06825 8.349309  -28.0682535
## 444          187   May 2012  55-69,99 205.66938 8.349309  -18.6693771
## 445          137   May 2012 70-249,99 180.51207 8.349309  -43.5120737
## 446           77   Jun 2012  10-29,99  76.34983 8.349309    0.6501735
## 447          118   Jun 2012  30-40,99 141.67567 8.349309  -23.6756692
## 448          204   Jun 2012  41-54,99 233.10825 8.349309  -29.1082535
## 449          141   Jun 2012  55-69,99 188.70938 8.349309  -47.7093771
## 450          147   Jun 2012 70-249,99 163.55207 8.349309  -16.5520737
## 451           86   Jul 2012  10-29,99  81.10983 8.349309    4.8901735
## 452          150   Jul 2012  30-40,99 146.43567 8.349309    3.5643308
## 453          180   Jul 2012  41-54,99 237.86825 8.349309  -57.8682535
## 454          145   Jul 2012  55-69,99 193.46938 8.349309  -48.4693771
## 455          136   Jul 2012 70-249,99 168.31207 8.349309  -32.3120737
## 456          100   Aug 2012  10-29,99  88.81649 8.349309   11.1835068
## 457          149   Aug 2012  30-40,99 154.14234 8.349309   -5.1423359
## 458          213   Aug 2012  41-54,99 245.57492 8.349309  -32.5749201
## 459          170   Aug 2012  55-69,99 201.17604 8.349309  -31.1760437
## 460          165   Aug 2012 70-249,99 176.01874 8.349309  -11.0187404
## 461           89   Sep 2012  10-29,99  93.61649 8.349309   -4.6164932
## 462          145   Sep 2012  30-40,99 158.94234 8.349309  -13.9423359
## 463          233   Sep 2012  41-54,99 250.37492 8.349309  -17.3749201
## 464          163   Sep 2012  55-69,99 205.97604 8.349309  -42.9760437
## 465          147   Sep 2012 70-249,99 180.81874 8.349309  -33.8187404
## 466           96   Oct 2012  10-29,99  97.41649 8.349309   -1.4164932
## 467          150   Oct 2012  30-40,99 162.74234 8.349309  -12.7423359
## 468          230   Oct 2012  41-54,99 254.17492 8.349309  -24.1749201
## 469          186   Oct 2012  55-69,99 209.77604 8.349309  -23.7760437
## 470          146   Oct 2012 70-249,99 184.61874 8.349309  -38.6187404
## 471          100   Nov 2012  10-29,99  97.67804 8.580193    2.3219564
## 472          152   Nov 2012  30-40,99 163.00389 8.580193  -11.0038863
## 473          242   Nov 2012  41-54,99 254.43647 8.580193  -12.4364706
## 474          191   Nov 2012  55-69,99 210.03759 8.580193  -19.0375942
## 475          156   Nov 2012 70-249,99 184.88029 8.580193  -28.8802908
## 476           68   Dec 2012  10-29,99  94.34947 8.580193  -26.3494722
## 477          123   Dec 2012  30-40,99 159.67531 8.580193  -36.6753149
## 478          150   Dec 2012  41-54,99 251.10790 8.580193 -101.1078992
## 479          131   Dec 2012  55-69,99 206.70902 8.580193  -75.7090228
## 480          124   Dec 2012 70-249,99 181.55172 8.580193  -57.5517194
## 481           86   Jan 2013  10-29,99  53.57303 8.389838   32.4269735
## 482          132   Jan 2013  30-40,99 118.89887 8.389838   13.1011308
## 483          169   Jan 2013  41-54,99 210.33145 8.389838  -41.3314534
## 484          155   Jan 2013  55-69,99 165.93258 8.389838  -10.9325770
## 485          117   Jan 2013 70-249,99 140.77527 8.389838  -23.7752737
## 486           79   Feb 2013  10-29,99  64.49303 8.389838   14.5069735
## 487          136   Feb 2013  30-40,99 129.81887 8.389838    6.1811308
## 488          202   Feb 2013  41-54,99 221.25145 8.389838  -19.2514534
## 489          165   Feb 2013  55-69,99 176.85258 8.389838  -11.8525770
## 490          145   Feb 2013 70-249,99 151.69527 8.389838   -6.6952737
## 491           73   Mar 2013  10-29,99  90.01303 8.389838  -17.0130265
## 492          120   Mar 2013  30-40,99 155.33887 8.389838  -35.3388692
## 493          180   Mar 2013  41-54,99 246.77145 8.389838  -66.7714534
## 494          172   Mar 2013  55-69,99 202.37258 8.389838  -30.3725770
## 495          154   Mar 2013 70-249,99 177.21527 8.389838  -23.2152737
## 496          109   Apr 2013  10-29,99  85.90636 8.389838   23.0936402
## 497          142   Apr 2013  30-40,99 151.23220 8.389838   -9.2322025
## 498          279   Apr 2013  41-54,99 242.66479 8.389838   36.3352132
## 499          188   Apr 2013  55-69,99 198.26591 8.389838  -10.2659104
## 500          148   Apr 2013 70-249,99 173.10861 8.389838  -25.1086070
## 501           94   May 2013  10-29,99  88.93303 8.389838    5.0669735
## 502          160   May 2013  30-40,99 154.25887 8.389838    5.7411308
## 503          245   May 2013  41-54,99 245.69145 8.389838   -0.6914534
## 504          191   May 2013  55-69,99 201.29258 8.389838  -10.2925770
## 505          175   May 2013 70-249,99 176.13527 8.389838   -1.1352737
## 506          109   Jun 2013  10-29,99  71.97303 8.389838   37.0269735
## 507          118   Jun 2013  30-40,99 137.29887 8.389838  -19.2988692
## 508          182   Jun 2013  41-54,99 228.73145 8.389838  -46.7314534
## 509          136   Jun 2013  55-69,99 184.33258 8.389838  -48.3325770
## 510          173   Jun 2013 70-249,99 159.17527 8.389838   13.8247263
## 511          104   Jul 2013  10-29,99  76.73303 8.389838   27.2669735
## 512          156   Jul 2013  30-40,99 142.05887 8.389838   13.9411308
## 513          228   Jul 2013  41-54,99 233.49145 8.389838   -5.4914534
## 514          179   Jul 2013  55-69,99 189.09258 8.389838  -10.0925770
## 515          162   Jul 2013 70-249,99 163.93527 8.389838   -1.9352737
## 516           87   Aug 2013  10-29,99  84.43969 8.389838    2.5603069
## 517          145   Aug 2013  30-40,99 149.76554 8.389838   -4.7655358
## 518          232   Aug 2013  41-54,99 241.19812 8.389838   -9.1981201
## 519          188   Aug 2013  55-69,99 196.79924 8.389838   -8.7992437
## 520          153   Aug 2013 70-249,99 171.64194 8.389838  -18.6419403
## 521          122   Sep 2013  10-29,99  89.23969 8.389838   32.7603069
## 522          160   Sep 2013  30-40,99 154.56554 8.389838    5.4344642
## 523          206   Sep 2013  41-54,99 245.99812 8.389838  -39.9981201
## 524          192   Sep 2013  55-69,99 201.59924 8.389838   -9.5992437
## 525          154   Sep 2013 70-249,99 176.44194 8.389838  -22.4419403
## 526          106   Oct 2013  10-29,99  93.03969 8.389838   12.9603069
## 527          162   Oct 2013  30-40,99 158.36554 8.389838    3.6344642
## 528          278   Oct 2013  41-54,99 249.79812 8.389838   28.2018799
## 529          228   Oct 2013  55-69,99 205.39924 8.389838   22.6007563
## 530          163   Oct 2013 70-249,99 180.24194 8.389838  -17.2419403
## 531           88   Nov 2013  10-29,99  93.30124 8.634675   -5.3012436
## 532          170   Nov 2013  30-40,99 158.62709 8.634675   11.3729137
## 533          256   Nov 2013  41-54,99 250.05967 8.634675    5.9403294
## 534          208   Nov 2013  55-69,99 205.66079 8.634675    2.3392058
## 535          128   Nov 2013 70-249,99 180.50349 8.634675  -52.5034908
## 536           94   Dec 2013  10-29,99  89.97267 8.634675    4.0273278
## 537          141   Dec 2013  30-40,99 155.29851 8.634675  -14.2985149
## 538          196   Dec 2013  41-54,99 246.73110 8.634675  -50.7310991
## 539          164   Dec 2013  55-69,99 202.33222 8.634675  -38.3322227
## 540          165   Dec 2013 70-249,99 177.17492 8.634675  -12.1749194
## 541           91   Jan 2014  10-29,99  49.19623 8.469022   41.8037736
## 542          133   Jan 2014  30-40,99 114.52207 8.469022   18.4779309
## 543          235   Jan 2014  41-54,99 205.95465 8.469022   29.0453466
## 544          157   Jan 2014  55-69,99 161.55578 8.469022   -4.5557770
## 545          135   Jan 2014 70-249,99 136.39847 8.469022   -1.3984736
## 546           72   Feb 2014  10-29,99  60.11623 8.469022   11.8837736
## 547          127   Feb 2014  30-40,99 125.44207 8.469022    1.5579309
## 548          222   Feb 2014  41-54,99 216.87465 8.469022    5.1253466
## 549          169   Feb 2014  55-69,99 172.47578 8.469022   -3.4757770
## 550          162   Feb 2014 70-249,99 147.31847 8.469022   14.6815264
## 551           83   Mar 2014  10-29,99  85.63623 8.469022   -2.6362264
## 552          157   Mar 2014  30-40,99 150.96207 8.469022    6.0379309
## 553          253   Mar 2014  41-54,99 242.39465 8.469022   10.6053466
## 554          176   Mar 2014  55-69,99 197.99578 8.469022  -21.9957770
## 555          177   Mar 2014 70-249,99 172.83847 8.469022    4.1615264
## 556          127   Apr 2014  10-29,99  81.52956 8.469022   45.4704402
## 557          158   Apr 2014  30-40,99 146.85540 8.469022   11.1445975
## 558          199   Apr 2014  41-54,99 238.28799 8.469022  -39.2879867
## 559          183   Apr 2014  55-69,99 193.88911 8.469022  -10.8891103
## 560          180   Apr 2014 70-249,99 168.73181 8.469022   11.2681930
## 561          109   May 2014  10-29,99  84.55623 8.469022   24.4437736
## 562          137   May 2014  30-40,99 149.88207 8.469022  -12.8820691
## 563          206   May 2014  41-54,99 241.31465 8.469022  -35.3146534
## 564          152   May 2014  55-69,99 196.91578 8.469022  -44.9157770
## 565          158   May 2014 70-249,99 171.75847 8.469022  -13.7584736
## 566          107   Jun 2014  10-29,99  67.59623 8.469022   39.4037736
## 567          122   Jun 2014  30-40,99 132.92207 8.469022  -10.9220691
## 568          176   Jun 2014  41-54,99 224.35465 8.469022  -48.3546534
## 569          140   Jun 2014  55-69,99 179.95578 8.469022  -39.9557770
## 570          162   Jun 2014 70-249,99 154.79847 8.469022    7.2015264
## 571          104   Jul 2014  10-29,99  72.35623 8.469022   31.6437736
## 572          129   Jul 2014  30-40,99 137.68207 8.469022   -8.6820691
## 573          209   Jul 2014  41-54,99 229.11465 8.469022  -20.1146534
## 574          162   Jul 2014  55-69,99 184.71578 8.469022  -22.7157770
## 575          189   Jul 2014 70-249,99 159.55847 8.469022   29.4415264
## 576           80   Aug 2014  10-29,99  80.06289 8.469022   -0.0628931
## 577          130   Aug 2014  30-40,99 145.38874 8.469022  -15.3887358
## 578          190   Aug 2014  41-54,99 236.82132 8.469022  -46.8213201
## 579          165   Aug 2014  55-69,99 192.42244 8.469022  -27.4224437
## 580          151   Aug 2014 70-249,99 167.26514 8.469022  -16.2651403
## 581          100   Sep 2014  10-29,99  84.86289 8.469022   15.1371069
## 582          154   Sep 2014  30-40,99 150.18874 8.469022    3.8112642
## 583          268   Sep 2014  41-54,99 241.62132 8.469022   26.3786799
## 584          196   Sep 2014  55-69,99 197.22244 8.469022   -1.2224437
## 585          183   Sep 2014 70-249,99 172.06514 8.469022   10.9348597
## 586           85   Oct 2014  10-29,99  88.66289 8.469022   -3.6628931
## 587          179   Oct 2014  30-40,99 153.98874 8.469022   25.0112642
## 588          224   Oct 2014  41-54,99 245.42132 8.469022  -21.4213201
## 589          228   Oct 2014  55-69,99 201.02244 8.469022   26.9775563
## 590          210   Oct 2014 70-249,99 175.86514 8.469022   34.1348597
## 591          108   Nov 2014  10-29,99  88.92444 8.726513   19.0755564
## 592          152   Nov 2014  30-40,99 154.25029 8.726513   -2.2502863
## 593          214   Nov 2014  41-54,99 245.68287 8.726513  -31.6828705
## 594          197   Nov 2014  55-69,99 201.28399 8.726513   -4.2839941
## 595          156   Nov 2014 70-249,99 176.12669 8.726513  -20.1266908
## 596           79   Dec 2014  10-29,99  85.59587 8.726513   -6.5958721
## 597          143   Dec 2014  30-40,99 150.92171 8.726513   -7.9217148
## 598          257   Dec 2014  41-54,99 242.35430 8.726513   14.6457009
## 599          202   Dec 2014  55-69,99 197.95542 8.726513    4.0445773
## 600          176   Dec 2014 70-249,99 172.79812 8.726513    3.2018807
## 601           91   Jan 2014  10-29,99  49.19623 8.469022   41.8037736
## 602          133   Jan 2014  30-40,99 114.52207 8.469022   18.4779309
## 603          235   Jan 2014  41-54,99 205.95465 8.469022   29.0453466
## 604          157   Jan 2014  55-69,99 161.55578 8.469022   -4.5557770
## 605          135   Jan 2014 70-249,99 136.39847 8.469022   -1.3984736
## 606           72   Feb 2014  10-29,99  60.11623 8.469022   11.8837736
## 607          127   Feb 2014  30-40,99 125.44207 8.469022    1.5579309
## 608          222   Feb 2014  41-54,99 216.87465 8.469022    5.1253466
## 609          169   Feb 2014  55-69,99 172.47578 8.469022   -3.4757770
## 610          162   Feb 2014 70-249,99 147.31847 8.469022   14.6815264
## 611           83   Mar 2014  10-29,99  85.63623 8.469022   -2.6362264
## 612          157   Mar 2014  30-40,99 150.96207 8.469022    6.0379309
## 613          253   Mar 2014  41-54,99 242.39465 8.469022   10.6053466
## 614          176   Mar 2014  55-69,99 197.99578 8.469022  -21.9957770
## 615          177   Mar 2014 70-249,99 172.83847 8.469022    4.1615264
## 616          127   Apr 2014  10-29,99  81.52956 8.469022   45.4704402
## 617          158   Apr 2014  30-40,99 146.85540 8.469022   11.1445975
## 618          199   Apr 2014  41-54,99 238.28799 8.469022  -39.2879867
## 619          183   Apr 2014  55-69,99 193.88911 8.469022  -10.8891103
## 620          180   Apr 2014 70-249,99 168.73181 8.469022   11.2681930
## 621          109   May 2014  10-29,99  84.55623 8.469022   24.4437736
## 622          137   May 2014  30-40,99 149.88207 8.469022  -12.8820691
## 623          206   May 2014  41-54,99 241.31465 8.469022  -35.3146534
## 624          152   May 2014  55-69,99 196.91578 8.469022  -44.9157770
## 625          158   May 2014 70-249,99 171.75847 8.469022  -13.7584736
## 626          107   Jun 2014  10-29,99  67.59623 8.469022   39.4037736
## 627          122   Jun 2014  30-40,99 132.92207 8.469022  -10.9220691
## 628          176   Jun 2014  41-54,99 224.35465 8.469022  -48.3546534
## 629          140   Jun 2014  55-69,99 179.95578 8.469022  -39.9557770
## 630          162   Jun 2014 70-249,99 154.79847 8.469022    7.2015264
## 631          104   Jul 2014  10-29,99  72.35623 8.469022   31.6437736
## 632          129   Jul 2014  30-40,99 137.68207 8.469022   -8.6820691
## 633          209   Jul 2014  41-54,99 229.11465 8.469022  -20.1146534
## 634          162   Jul 2014  55-69,99 184.71578 8.469022  -22.7157770
## 635          189   Jul 2014 70-249,99 159.55847 8.469022   29.4415264
## 636           80   Aug 2014  10-29,99  80.06289 8.469022   -0.0628931
## 637          130   Aug 2014  30-40,99 145.38874 8.469022  -15.3887358
## 638          190   Aug 2014  41-54,99 236.82132 8.469022  -46.8213201
## 639          165   Aug 2014  55-69,99 192.42244 8.469022  -27.4224437
## 640          151   Aug 2014 70-249,99 167.26514 8.469022  -16.2651403
## 641          100   Sep 2014  10-29,99  84.86289 8.469022   15.1371069
## 642          154   Sep 2014  30-40,99 150.18874 8.469022    3.8112642
## 643          268   Sep 2014  41-54,99 241.62132 8.469022   26.3786799
## 644          196   Sep 2014  55-69,99 197.22244 8.469022   -1.2224437
## 645          183   Sep 2014 70-249,99 172.06514 8.469022   10.9348597
## 646           85   Oct 2014  10-29,99  88.66289 8.469022   -3.6628931
## 647          179   Oct 2014  30-40,99 153.98874 8.469022   25.0112642
## 648          224   Oct 2014  41-54,99 245.42132 8.469022  -21.4213201
## 649          228   Oct 2014  55-69,99 201.02244 8.469022   26.9775563
## 650          210   Oct 2014 70-249,99 175.86514 8.469022   34.1348597
## 651          108   Nov 2014  10-29,99  88.92444 8.726513   19.0755564
## 652          152   Nov 2014  30-40,99 154.25029 8.726513   -2.2502863
## 653          214   Nov 2014  41-54,99 245.68287 8.726513  -31.6828705
## 654          197   Nov 2014  55-69,99 201.28399 8.726513   -4.2839941
## 655          156   Nov 2014 70-249,99 176.12669 8.726513  -20.1266908
## 656           79   Dec 2014  10-29,99  85.59587 8.726513   -6.5958721
## 657          143   Dec 2014  30-40,99 150.92171 8.726513   -7.9217148
## 658          257   Dec 2014  41-54,99 242.35430 8.726513   14.6457009
## 659          202   Dec 2014  55-69,99 197.95542 8.726513    4.0445773
## 660          176   Dec 2014 70-249,99 172.79812 8.726513    3.2018807
## 661           80   Jan 2015  10-29,99  44.81943 8.585790   35.1805736
## 662          131   Jan 2015  30-40,99 110.14527 8.585790   20.8547309
## 663          186   Jan 2015  41-54,99 201.57785 8.585790  -15.5778534
## 664          139   Jan 2015  55-69,99 157.17898 8.585790  -18.1789770
## 665          128   Jan 2015 70-249,99 132.02167 8.585790   -4.0216736
## 666           83   Feb 2015  10-29,99  55.73943 8.585790   27.2605736
## 667          137   Feb 2015  30-40,99 121.06527 8.585790   15.9347309
## 668          261   Feb 2015  41-54,99 212.49785 8.585790   48.5021466
## 669          181   Feb 2015  55-69,99 168.09898 8.585790   12.9010230
## 670          155   Feb 2015 70-249,99 142.94167 8.585790   12.0583264
## 671           92   Mar 2015  10-29,99  81.25943 8.585790   10.7405736
## 672          176   Mar 2015  30-40,99 146.58527 8.585790   29.4147309
## 673          268   Mar 2015  41-54,99 238.01785 8.585790   29.9821466
## 674          199   Mar 2015  55-69,99 193.61898 8.585790    5.3810230
## 675          210   Mar 2015 70-249,99 168.46167 8.585790   41.5383264
## 676          127   Apr 2015  10-29,99  77.15276 8.585790   49.8472403
## 677          175   Apr 2015  30-40,99 142.47860 8.585790   32.5213976
## 678          268   Apr 2015  41-54,99 233.91119 8.585790   34.0888133
## 679          211   Apr 2015  55-69,99 189.51231 8.585790   21.4876897
## 680          213   Apr 2015 70-249,99 164.35501 8.585790   48.6449931
## 681           87   May 2015  10-29,99  80.17943 8.585790    6.8205736
## 682          167   May 2015  30-40,99 145.50527 8.585790   21.4947309
## 683          265   May 2015  41-54,99 236.93785 8.585790   28.0621466
## 684          234   May 2015  55-69,99 192.53898 8.585790   41.4610230
## 685          227   May 2015 70-249,99 167.38167 8.585790   59.6183264
## 686          100   Jun 2015  10-29,99  63.21943 8.585790   36.7805736
## 687          139   Jun 2015  30-40,99 128.54527 8.585790   10.4547309
## 688          254   Jun 2015  41-54,99 219.97785 8.585790   34.0221466
## 689          172   Jun 2015  55-69,99 175.57898 8.585790   -3.5789770
## 690          196   Jun 2015 70-249,99 150.42167 8.585790   45.5783264
## 691          110   Jul 2015  10-29,99  67.97943 8.585790   42.0205736
## 692          192   Jul 2015  30-40,99 133.30527 8.585790   58.6947309
## 693          253   Jul 2015  41-54,99 224.73785 8.585790   28.2621466
## 694          195   Jul 2015  55-69,99 180.33898 8.585790   14.6610230
## 695          179   Jul 2015 70-249,99 155.18167 8.585790   23.8183264
## 696          111   Aug 2015  10-29,99  75.68609 8.585790   35.3139069
## 697          148   Aug 2015  30-40,99 141.01194 8.585790    6.9880642
## 698          277   Aug 2015  41-54,99 232.44452 8.585790   44.5554800
## 699          189   Aug 2015  55-69,99 188.04564 8.585790    0.9543564
## 700          172   Aug 2015 70-249,99 162.88834 8.585790    9.1116597
## 701          113   Sep 2015  10-29,99  80.48609 8.585790   32.5139069
## 702          141   Sep 2015  30-40,99 145.81194 8.585790   -4.8119358
## 703          249   Sep 2015  41-54,99 237.24452 8.585790   11.7554800
## 704          177   Sep 2015  55-69,99 192.84564 8.585790  -15.8456436
## 705          170   Sep 2015 70-249,99 167.68834 8.585790    2.3116597
## 706           79   Oct 2015  10-29,99  84.28609 8.585790   -5.2860931
## 707          208   Oct 2015  30-40,99 149.61194 8.585790   58.3880642
## 708          260   Oct 2015  41-54,99 241.04452 8.585790   18.9554800
## 709          222   Oct 2015  55-69,99 196.64564 8.585790   25.3543564
## 710          189   Oct 2015 70-249,99 171.48834 8.585790   17.5116597
## 711           79   Nov 2015  10-29,99  84.54764 8.854546   -5.5476435
## 712          184   Nov 2015  30-40,99 149.87349 8.854546   34.1265138
## 713          278   Nov 2015  41-54,99 241.30607 8.854546   36.6939295
## 714          209   Nov 2015  55-69,99 196.90719 8.854546   12.0928059
## 715          228   Nov 2015 70-249,99 171.74989 8.854546   56.2501093
## 716          107   Dec 2015  10-29,99  81.21907 8.854546   25.7809279
## 717          145   Dec 2015  30-40,99 146.54491 8.854546   -1.5449148
## 718          291   Dec 2015  41-54,99 237.97750 8.854546   53.0225009
## 719          238   Dec 2015  55-69,99 193.57862 8.854546   44.4213773
## 720          295   Dec 2015 70-249,99 168.42132 8.854546  126.5786807
## 721           80   Jan 2015  10-29,99  44.81943 8.585790   35.1805736
## 722          131   Jan 2015  30-40,99 110.14527 8.585790   20.8547309
## 723          186   Jan 2015  41-54,99 201.57785 8.585790  -15.5778534
## 724          139   Jan 2015  55-69,99 157.17898 8.585790  -18.1789770
## 725          128   Jan 2015 70-249,99 132.02167 8.585790   -4.0216736
## 726           83   Feb 2015  10-29,99  55.73943 8.585790   27.2605736
## 727          137   Feb 2015  30-40,99 121.06527 8.585790   15.9347309
## 728          261   Feb 2015  41-54,99 212.49785 8.585790   48.5021466
## 729          181   Feb 2015  55-69,99 168.09898 8.585790   12.9010230
## 730          155   Feb 2015 70-249,99 142.94167 8.585790   12.0583264
## 731           92   Mar 2015  10-29,99  81.25943 8.585790   10.7405736
## 732          176   Mar 2015  30-40,99 146.58527 8.585790   29.4147309
## 733          268   Mar 2015  41-54,99 238.01785 8.585790   29.9821466
## 734          199   Mar 2015  55-69,99 193.61898 8.585790    5.3810230
## 735          210   Mar 2015 70-249,99 168.46167 8.585790   41.5383264
## 736          127   Apr 2015  10-29,99  77.15276 8.585790   49.8472403
## 737          175   Apr 2015  30-40,99 142.47860 8.585790   32.5213976
## 738          268   Apr 2015  41-54,99 233.91119 8.585790   34.0888133
## 739          211   Apr 2015  55-69,99 189.51231 8.585790   21.4876897
## 740          213   Apr 2015 70-249,99 164.35501 8.585790   48.6449931
## 741           87   May 2015  10-29,99  80.17943 8.585790    6.8205736
## 742          167   May 2015  30-40,99 145.50527 8.585790   21.4947309
## 743          265   May 2015  41-54,99 236.93785 8.585790   28.0621466
## 744          234   May 2015  55-69,99 192.53898 8.585790   41.4610230
## 745          227   May 2015 70-249,99 167.38167 8.585790   59.6183264
## 746          100   Jun 2015  10-29,99  63.21943 8.585790   36.7805736
## 747          139   Jun 2015  30-40,99 128.54527 8.585790   10.4547309
## 748          254   Jun 2015  41-54,99 219.97785 8.585790   34.0221466
## 749          172   Jun 2015  55-69,99 175.57898 8.585790   -3.5789770
## 750          196   Jun 2015 70-249,99 150.42167 8.585790   45.5783264
## 751          110   Jul 2015  10-29,99  67.97943 8.585790   42.0205736
## 752          192   Jul 2015  30-40,99 133.30527 8.585790   58.6947309
## 753          253   Jul 2015  41-54,99 224.73785 8.585790   28.2621466
## 754          195   Jul 2015  55-69,99 180.33898 8.585790   14.6610230
## 755          179   Jul 2015 70-249,99 155.18167 8.585790   23.8183264
## 756          111   Aug 2015  10-29,99  75.68609 8.585790   35.3139069
## 757          148   Aug 2015  30-40,99 141.01194 8.585790    6.9880642
## 758          277   Aug 2015  41-54,99 232.44452 8.585790   44.5554800
## 759          189   Aug 2015  55-69,99 188.04564 8.585790    0.9543564
## 760          172   Aug 2015 70-249,99 162.88834 8.585790    9.1116597
## 761          113   Sep 2015  10-29,99  80.48609 8.585790   32.5139069
## 762          141   Sep 2015  30-40,99 145.81194 8.585790   -4.8119358
## 763          249   Sep 2015  41-54,99 237.24452 8.585790   11.7554800
## 764          177   Sep 2015  55-69,99 192.84564 8.585790  -15.8456436
## 765          170   Sep 2015 70-249,99 167.68834 8.585790    2.3116597
## 766           79   Oct 2015  10-29,99  84.28609 8.585790   -5.2860931
## 767          208   Oct 2015  30-40,99 149.61194 8.585790   58.3880642
## 768          260   Oct 2015  41-54,99 241.04452 8.585790   18.9554800
## 769          222   Oct 2015  55-69,99 196.64564 8.585790   25.3543564
## 770          189   Oct 2015 70-249,99 171.48834 8.585790   17.5116597
## 771           79   Nov 2015  10-29,99  84.54764 8.854546   -5.5476435
## 772          184   Nov 2015  30-40,99 149.87349 8.854546   34.1265138
## 773          278   Nov 2015  41-54,99 241.30607 8.854546   36.6939295
## 774          209   Nov 2015  55-69,99 196.90719 8.854546   12.0928059
## 775          228   Nov 2015 70-249,99 171.74989 8.854546   56.2501093
## 776          107   Dec 2015  10-29,99  81.21907 8.854546   25.7809279
## 777          145   Dec 2015  30-40,99 146.54491 8.854546   -1.5449148
## 778          291   Dec 2015  41-54,99 237.97750 8.854546   53.0225009
## 779          238   Dec 2015  55-69,99 193.57862 8.854546   44.4213773
## 780          295   Dec 2015 70-249,99 168.42132 8.854546  126.5786807
## 781           73   Jan 2016  10-29,99  40.44263 8.738638   32.5573736
## 782          118   Jan 2016  30-40,99 105.76847 8.738638   12.2315309
## 783          214   Jan 2016  41-54,99 197.20105 8.738638   16.7989467
## 784          146   Jan 2016  55-69,99 152.80218 8.738638   -6.8021769
## 785          133   Jan 2016 70-249,99 127.64487 8.738638    5.3551264
## 786           89   Feb 2016  10-29,99  51.36263 8.738638   37.6373736
## 787          128   Feb 2016  30-40,99 116.68847 8.738638   11.3115309
## 788          269   Feb 2016  41-54,99 208.12105 8.738638   60.8789467
## 789          210   Feb 2016  55-69,99 163.72218 8.738638   46.2778231
## 790          148   Feb 2016 70-249,99 138.56487 8.738638    9.4351264
## 791          102   Mar 2016  10-29,99  76.88263 8.738638   25.1173736
## 792          183   Mar 2016  30-40,99 142.20847 8.738638   40.7915309
## 793          276   Mar 2016  41-54,99 233.64105 8.738638   42.3589467
## 794          220   Mar 2016  55-69,99 189.24218 8.738638   30.7578231
## 795          205   Mar 2016 70-249,99 164.08487 8.738638   40.9151264
## 796           84   Apr 2016  10-29,99  72.77596 8.738638   11.2240403
## 797          190   Apr 2016  30-40,99 138.10180 8.738638   51.8981976
## 798          276   Apr 2016  41-54,99 229.53439 8.738638   46.4656133
## 799          171   Apr 2016  55-69,99 185.13551 8.738638  -14.1355103
## 800          209   Apr 2016 70-249,99 159.97821 8.738638   49.0217931
## 801           90   May 2016  10-29,99  75.80263 8.738638   14.1973736
## 802          172   May 2016  30-40,99 141.12847 8.738638   30.8715309
## 803          275   May 2016  41-54,99 232.56105 8.738638   42.4389467
## 804          209   May 2016  55-69,99 188.16218 8.738638   20.8378231
## 805          244   May 2016 70-249,99 163.00487 8.738638   80.9951264
## 806           79   Jun 2016  10-29,99  58.84263 8.738638   20.1573736
## 807          134   Jun 2016  30-40,99 124.16847 8.738638    9.8315309
## 808          231   Jun 2016  41-54,99 215.60105 8.738638   15.3989467
## 809          223   Jun 2016  55-69,99 171.20218 8.738638   51.7978231
## 810          229   Jun 2016 70-249,99 146.04487 8.738638   82.9551264
## 811           77   Jul 2016  10-29,99  63.60263 8.738638   13.3973736
## 812          166   Jul 2016  30-40,99 128.92847 8.738638   37.0715309
## 813          278   Jul 2016  41-54,99 220.36105 8.738638   57.6389467
## 814          174   Jul 2016  55-69,99 175.96218 8.738638   -1.9621769
## 815          198   Jul 2016 70-249,99 150.80487 8.738638   47.1951264
## 816           90   Aug 2016  10-29,99  71.30929 8.738638   18.6907070
## 817          177   Aug 2016  30-40,99 136.63514 8.738638   40.3648643
## 818          296   Aug 2016  41-54,99 228.06772 8.738638   67.9322800
## 819          240   Aug 2016  55-69,99 183.66884 8.738638   56.3311564
## 820          225   Aug 2016 70-249,99 158.51154 8.738638   66.4884598
## 821          104   Sep 2016  10-29,99  76.10929 8.738638   27.8907070
## 822          174   Sep 2016  30-40,99 141.43514 8.738638   32.5648643
## 823          288   Sep 2016  41-54,99 232.86772 8.738638   55.1322800
## 824          203   Sep 2016  55-69,99 188.46884 8.738638   14.5311564
## 825          189   Sep 2016 70-249,99 163.31154 8.738638   25.6884598
## 826           87   Oct 2016  10-29,99  79.90929 8.738638    7.0907070
## 827          154   Oct 2016  30-40,99 145.23514 8.738638    8.7648643
## 828          298   Oct 2016  41-54,99 236.66772 8.738638   61.3322800
## 829          222   Oct 2016  55-69,99 192.26884 8.738638   29.7311564
## 830          214   Oct 2016 70-249,99 167.11154 8.738638   46.8884598
## 831           70   Nov 2016  10-29,99  80.17084 9.017232  -10.1708435
## 832          164   Nov 2016  30-40,99 145.49669 9.017232   18.5033138
## 833          288   Nov 2016  41-54,99 236.92927 9.017232   51.0707295
## 834          252   Nov 2016  55-69,99 192.53039 9.017232   59.4696059
## 835          211   Nov 2016 70-249,99 167.37309 9.017232   43.6269093
## 836           87   Dec 2016  10-29,99  76.84227 9.017232   10.1577279
## 837          195   Dec 2016  30-40,99 142.16811 9.017232   52.8318852
## 838          296   Dec 2016  41-54,99 233.60070 9.017232   62.3993010
## 839          285   Dec 2016  55-69,99 189.20182 9.017232   95.7981774
## 840          272   Dec 2016 70-249,99 164.04452 9.017232  107.9554807
## 841           84   Jan 2017  10-29,99  36.06583 8.925712   47.9341737
## 842          152   Jan 2017  30-40,99 101.39167 8.925712   50.6083310
## 843          260   Jan 2017  41-54,99 192.82425 8.925712   67.1757467
## 844          211   Jan 2017  55-69,99 148.42538 8.925712   62.5746231
## 845          227   Jan 2017 70-249,99 123.26807 8.925712  103.7319265
## 846           70   Feb 2017  10-29,99  46.98583 8.925712   23.0141737
## 847          129   Feb 2017  30-40,99 112.31167 8.925712   16.6883310
## 848          221   Feb 2017  41-54,99 203.74425 8.925712   17.2557467
## 849          211   Feb 2017  55-69,99 159.34538 8.925712   51.6546231
## 850          232   Feb 2017 70-249,99 134.18807 8.925712   97.8119265
## 851          104   Mar 2017  10-29,99  72.50583 8.925712   31.4941737
## 852          201   Mar 2017  30-40,99 137.83167 8.925712   63.1683310
## 853          340   Mar 2017  41-54,99 229.26425 8.925712  110.7357467
## 854          312   Mar 2017  55-69,99 184.86538 8.925712  127.1346231
## 855          258   Mar 2017 70-249,99 159.70807 8.925712   98.2919265
## 856          103   Apr 2017  10-29,99  68.39916 8.925712   34.6008403
## 857          151   Apr 2017  30-40,99 133.72500 8.925712   17.2749976
## 858          267   Apr 2017  41-54,99 225.15759 8.925712   41.8424134
## 859          190   Apr 2017  55-69,99 180.75871 8.925712    9.2412898
## 860          187   Apr 2017 70-249,99 155.60141 8.925712   31.3985931
## 861          105   May 2017  10-29,99  71.42583 8.925712   33.5741737
## 862          174   May 2017  30-40,99 136.75167 8.925712   37.2483310
## 863          261   May 2017  41-54,99 228.18425 8.925712   32.8157467
## 864          242   May 2017  55-69,99 183.78538 8.925712   58.2146231
## 865          256   May 2017 70-249,99 158.62807 8.925712   97.3719265
## 866           97   Jun 2017  10-29,99  54.46583 8.925712   42.5341737
## 867          157   Jun 2017  30-40,99 119.79167 8.925712   37.2083310
## 868          259   Jun 2017  41-54,99 211.22425 8.925712   47.7757467
## 869          202   Jun 2017  55-69,99 166.82538 8.925712   35.1746231
## 870          199   Jun 2017 70-249,99 141.66807 8.925712   57.3319265
## 871           73   Jul 2017  10-29,99  59.22583 8.925712   13.7741737
## 872          155   Jul 2017  30-40,99 124.55167 8.925712   30.4483310
## 873          288   Jul 2017  41-54,99 215.98425 8.925712   72.0157467
## 874          203   Jul 2017  55-69,99 171.58538 8.925712   31.4146231
## 875          218   Jul 2017 70-249,99 146.42807 8.925712   71.5719265
## 876           91   Aug 2017  10-29,99  66.93249 8.925712   24.0675070
## 877          188   Aug 2017  30-40,99 132.25834 8.925712   55.7416643
## 878          354   Aug 2017  41-54,99 223.69092 8.925712  130.3090800
## 879          247   Aug 2017  55-69,99 179.29204 8.925712   67.7079564
## 880          253   Aug 2017 70-249,99 154.13474 8.925712   98.8652598
## 881           86   Sep 2017  10-29,99  71.73249 8.925712   14.2675070
## 882          155   Sep 2017  30-40,99 137.05834 8.925712   17.9416643
## 883          306   Sep 2017  41-54,99 228.49092 8.925712   77.5090800
## 884          230   Sep 2017  55-69,99 184.09204 8.925712   45.9079564
## 885          237   Sep 2017 70-249,99 158.93474 8.925712   78.0652598
## 886           48   Oct 2017  10-29,99  75.53249 8.925712  -27.5324930
## 887           63   Oct 2017  30-40,99 140.85834 8.925712  -77.8583357
## 888          108   Oct 2017  41-54,99 232.29092 8.925712 -124.2909200
## 889           98   Oct 2017  55-69,99 187.89204 8.925712  -89.8920436
## 890          138   Oct 2017 70-249,99 162.73474 8.925712  -24.7347402
##           .hat   .sigma      .cooksd  .std.resid
## 1   0.02134301 62.52077 1.867599e-04 -0.38155192
## 2   0.02134301 62.52597 3.964297e-07  0.01757903
## 3   0.02134301 62.52544 1.966600e-05  0.12381403
## 4   0.02134301 62.51808 2.833382e-04  0.46996380
## 5   0.02134301 62.49468 1.121045e-03 -0.93480995
## 6   0.02134301 62.51350 4.473885e-04 -0.59054678
## 7   0.02134301 62.52502 3.469645e-05  0.16445777
## 8   0.02134301 62.52598 1.809204e-07  0.01187560
## 9   0.02134301 62.51306 4.628529e-04  0.60066647
## 10  0.02134301 62.52447 5.422396e-05 -0.20559261
## 11  0.02134301 62.51314 4.602242e-04 -0.59895834
## 12  0.02134301 62.51775 2.950367e-04  0.47956766
## 13  0.02134301 62.48237 1.561965e-03  1.10343697
## 14  0.02134301 62.40704 4.256961e-03  1.82163641
## 15  0.02134301 62.52435 5.875173e-05 -0.21400416
## 16  0.02134301 62.52227 1.332092e-04 -0.32223966
## 17  0.02134301 62.52366 8.330496e-05  0.25482810
## 18  0.02134301 62.46245 2.274792e-03  1.33162744
## 19  0.02134301 62.44007 3.075565e-03  1.54836863
## 20  0.02134301 62.52537 2.214910e-05 -0.13139835
## 21  0.02134301 62.52329 9.641174e-05 -0.27414280
## 22  0.02134301 62.49475 1.118604e-03  0.93379178
## 23  0.02134301 62.38338 5.102786e-03  1.99441504
## 24  0.02134301 62.28052 8.776169e-03  2.61555805
## 25  0.02134301 62.52392 7.402772e-05  0.24021995
## 26  0.02134301 62.52584 5.337131e-06 -0.06450090
## 27  0.02134301 62.46794 2.078382e-03  1.27284225
## 28  0.02134301 62.33069 6.985203e-03  2.33346552
## 29  0.02134301 62.15883 1.311382e-02  3.19724962
## 30  0.02134301 62.51259 4.798917e-04  0.61162257
## 31  0.02134301 62.52591 2.533814e-06 -0.04444257
## 32  0.02134301 62.48647 1.415042e-03  1.05025950
## 33  0.02134301 62.30482 7.908717e-03  2.48293243
## 34  0.02134301 62.29784 8.157851e-03  2.52173683
## 35  0.02134301 62.50941 5.935552e-04  0.68020912
## 36  0.02134301 62.49275 1.190217e-03  0.96321890
## 37  0.02134301 62.40787 4.227304e-03  1.81527988
## 38  0.02134301 62.08812 1.563057e-02  3.49059391
## 39  0.02134301 62.18970 1.201440e-02  3.06029220
## 40  0.02134301 62.49408 1.142641e-03  0.94377126
## 41  0.02134301 62.49991 9.338991e-04  0.85322161
## 42  0.02134301 62.40745 4.242385e-03  1.81851510
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## 633 0.01836721 62.52221 1.161710e-04 -0.32488253
## 634 0.01836721 62.52116 1.481590e-04 -0.36689467
## 635 0.01836721 62.51789 2.488820e-04  0.47552585
## 636 0.01836721 62.52599 1.135740e-09 -0.00101582
## 637 0.01836721 62.52377 6.799526e-05 -0.24855171
## 638 0.01836721 62.50550 6.294483e-04 -0.75623619
## 639 0.01836721 62.51896 2.159161e-04 -0.44291456
## 640 0.01836721 62.52351 7.596060e-05 -0.26270698
## 641 0.01836721 62.52384 6.578979e-05  0.24448751
## 642 0.01836721 62.52585 4.170719e-06  0.06155777
## 643 0.01836721 62.51948 1.997924e-04  0.42605617
## 644 0.01836721 62.52597 4.290723e-07 -0.01974434
## 645 0.01836721 62.52487 3.433201e-05  0.17661477
## 646 0.01836721 62.52586 3.852310e-06 -0.05916135
## 647 0.01836721 62.52014 1.796156e-04  0.40397031
## 648 0.01836721 62.52170 1.317544e-04 -0.34598720
## 649 0.01836721 62.51919 2.089671e-04  0.43572895
## 650 0.01836721 62.51510 3.345562e-04  0.55133038
## 651 0.01950106 62.52258 1.111850e-04  0.30827761
## 652 0.01950106 62.52594 1.547274e-06 -0.03636659
## 653 0.01950106 62.51660 3.067190e-04 -0.51202279
## 654 0.01950106 62.52581 5.607760e-06 -0.06923308
## 655 0.01950106 62.52220 1.237760e-04 -0.32526486
## 656 0.01950106 62.52558 1.329340e-05 -0.10659504
## 657 0.01950106 62.52540 1.917477e-05 -0.12802181
## 658 0.01950106 62.52398 6.554084e-05  0.23668729
## 659 0.01950106 62.52583 4.998480e-06  0.06536389
## 660 0.01950106 62.52589 3.132578e-06  0.05174518
## 661 0.01887719 62.51442 3.656151e-04  0.56836793
## 662 0.01887719 62.52192 1.284776e-04  0.33692345
## 663 0.01887719 62.52372 7.168585e-05 -0.25167163
## 664 0.01887719 62.52290 9.762412e-05 -0.29369468
## 665 0.01887719 62.52583 4.777843e-06 -0.06497308
## 666 0.01887719 62.51904 2.195271e-04  0.44041453
## 667 0.01887719 62.52361 7.500802e-05  0.25743725
## 668 0.01887719 62.50399 6.949286e-04  0.78358770
## 669 0.01887719 62.52443 4.916619e-05  0.20842547
## 670 0.01887719 62.52463 4.295288e-05  0.19481109
## 671 0.01887719 62.52491 3.407793e-05  0.17352183
## 672 0.01887719 62.51790 2.555924e-04  0.47521652
## 673 0.01887719 62.51758 2.655484e-04  0.48438353
## 674 0.01887719 62.52571 8.553580e-06  0.08693437
## 675 0.01887719 62.50986 5.097019e-04  0.67108208
## 676 0.01887719 62.50276 7.340075e-04  0.80531867
## 677 0.01887719 62.51610 3.124328e-04  0.52540699
## 678 0.01887719 62.51512 3.432749e-04  0.55072974
## 679 0.01887719 62.52167 1.363948e-04  0.34714936
## 680 0.01887719 62.50386 6.990279e-04  0.78589548
## 681 0.01887719 62.52555 1.374232e-05  0.11019136
## 682 0.01887719 62.52167 1.364842e-04  0.34726312
## 683 0.01887719 62.51862 2.326269e-04  0.45336453
## 684 0.01887719 62.50992 5.078065e-04  0.66983319
## 685 0.01887719 62.49275 1.049972e-03  0.96317772
## 686 0.01887719 62.51334 3.996274e-04  0.59421710
## 687 0.01887719 62.52496 3.228821e-05  0.16890383
## 688 0.01887719 62.51517 3.419335e-04  0.54965269
## 689 0.01887719 62.52587 3.783869e-06 -0.05782099
## 690 0.01887719 62.50657 6.136701e-04  0.73635124
## 691 0.01887719 62.50948 5.216055e-04  0.67887314
## 692 0.01887719 62.49378 1.017692e-03  0.94825636
## 693 0.01887719 62.51852 2.359546e-04  0.45659567
## 694 0.01887719 62.52398 6.349606e-05  0.23685956
## 695 0.01887719 62.52068 1.675872e-04  0.38480250
## 696 0.01887719 62.51433 3.683916e-04  0.57052203
## 697 0.01887719 62.52553 1.442554e-05  0.11289729
## 698 0.01887719 62.50743 5.864358e-04  0.71982641
## 699 0.01887719 62.52598 2.690540e-07  0.01541833
## 700 0.01887719 62.52521 2.452524e-05  0.14720554
## 701 0.01887719 62.51610 3.122889e-04  0.52528598
## 702 0.01887719 62.52577 6.840028e-06 -0.07774035
## 703 0.01887719 62.52469 4.082244e-05  0.18991839
## 704 0.01887719 62.52364 7.417166e-05 -0.25599798
## 705 0.01887719 62.52594 1.578578e-06  0.03734656
## 706 0.01887719 62.52572 8.254444e-06 -0.08540070
## 707 0.01887719 62.49411 1.007086e-03  0.94330193
## 708 0.01887719 62.52263 1.061421e-04  0.30623966
## 709 0.01887719 62.51998 1.898993e-04  0.40961819
## 710 0.01887719 62.52312 9.058846e-05  0.28291369
## 711 0.02007748 62.52570 9.693278e-06 -0.08968112
## 712 0.02007748 62.51509 3.668068e-04  0.55167638
## 713 0.02007748 62.51338 4.240744e-04  0.59318026
## 714 0.02007748 62.52462 4.605828e-05  0.19548775
## 715 0.02007748 62.49637 9.965528e-04  0.90931810
## 716 0.02007748 62.51976 2.093393e-04  0.41676478
## 717 0.02007748 62.52596 7.517313e-07 -0.02497451
## 718 0.02007748 62.49967 8.854703e-04  0.85714180
## 719 0.02007748 62.50752 6.214950e-04  0.71809927
## 720 0.02007748 62.37586 5.046319e-03  2.04622333
## 721 0.01887719 62.51442 3.656151e-04  0.56836793
## 722 0.01887719 62.52192 1.284776e-04  0.33692345
## 723 0.01887719 62.52372 7.168585e-05 -0.25167163
## 724 0.01887719 62.52290 9.762412e-05 -0.29369468
## 725 0.01887719 62.52583 4.777843e-06 -0.06497308
## 726 0.01887719 62.51904 2.195271e-04  0.44041453
## 727 0.01887719 62.52361 7.500802e-05  0.25743725
## 728 0.01887719 62.50399 6.949286e-04  0.78358770
## 729 0.01887719 62.52443 4.916619e-05  0.20842547
## 730 0.01887719 62.52463 4.295288e-05  0.19481109
## 731 0.01887719 62.52491 3.407793e-05  0.17352183
## 732 0.01887719 62.51790 2.555924e-04  0.47521652
## 733 0.01887719 62.51758 2.655484e-04  0.48438353
## 734 0.01887719 62.52571 8.553580e-06  0.08693437
## 735 0.01887719 62.50986 5.097019e-04  0.67108208
## 736 0.01887719 62.50276 7.340075e-04  0.80531867
## 737 0.01887719 62.51610 3.124328e-04  0.52540699
## 738 0.01887719 62.51512 3.432749e-04  0.55072974
## 739 0.01887719 62.52167 1.363948e-04  0.34714936
## 740 0.01887719 62.50386 6.990279e-04  0.78589548
## 741 0.01887719 62.52555 1.374232e-05  0.11019136
## 742 0.01887719 62.52167 1.364842e-04  0.34726312
## 743 0.01887719 62.51862 2.326269e-04  0.45336453
## 744 0.01887719 62.50992 5.078065e-04  0.66983319
## 745 0.01887719 62.49275 1.049972e-03  0.96317772
## 746 0.01887719 62.51334 3.996274e-04  0.59421710
## 747 0.01887719 62.52496 3.228821e-05  0.16890383
## 748 0.01887719 62.51517 3.419335e-04  0.54965269
## 749 0.01887719 62.52587 3.783869e-06 -0.05782099
## 750 0.01887719 62.50657 6.136701e-04  0.73635124
## 751 0.01887719 62.50948 5.216055e-04  0.67887314
## 752 0.01887719 62.49378 1.017692e-03  0.94825636
## 753 0.01887719 62.51852 2.359546e-04  0.45659567
## 754 0.01887719 62.52398 6.349606e-05  0.23685956
## 755 0.01887719 62.52068 1.675872e-04  0.38480250
## 756 0.01887719 62.51433 3.683916e-04  0.57052203
## 757 0.01887719 62.52553 1.442554e-05  0.11289729
## 758 0.01887719 62.50743 5.864358e-04  0.71982641
## 759 0.01887719 62.52598 2.690540e-07  0.01541833
## 760 0.01887719 62.52521 2.452524e-05  0.14720554
## 761 0.01887719 62.51610 3.122889e-04  0.52528598
## 762 0.01887719 62.52577 6.840028e-06 -0.07774035
## 763 0.01887719 62.52469 4.082244e-05  0.18991839
## 764 0.01887719 62.52364 7.417166e-05 -0.25599798
## 765 0.01887719 62.52594 1.578578e-06  0.03734656
## 766 0.01887719 62.52572 8.254444e-06 -0.08540070
## 767 0.01887719 62.49411 1.007086e-03  0.94330193
## 768 0.01887719 62.52263 1.061421e-04  0.30623966
## 769 0.01887719 62.51998 1.898993e-04  0.40961819
## 770 0.01887719 62.52312 9.058846e-05  0.28291369
## 771 0.02007748 62.52570 9.693278e-06 -0.08968112
## 772 0.02007748 62.51509 3.668068e-04  0.55167638
## 773 0.02007748 62.51338 4.240744e-04  0.59318026
## 774 0.02007748 62.52462 4.605828e-05  0.19548775
## 775 0.02007748 62.49637 9.965528e-04  0.90931810
## 776 0.02007748 62.51976 2.093393e-04  0.41676478
## 777 0.02007748 62.52596 7.517313e-07 -0.02497451
## 778 0.02007748 62.49967 8.854703e-04  0.85714180
## 779 0.02007748 62.50752 6.214950e-04  0.71809927
## 780 0.02007748 62.37586 5.046319e-03  2.04622333
## 781 0.01955529 62.51607 3.248213e-04  0.52617007
## 782 0.01955529 62.52459 4.584662e-05  0.19767766
## 783 0.01955529 62.52335 8.647883e-05  0.27149312
## 784 0.01955529 62.52555 1.417887e-05 -0.10993215
## 785 0.01955529 62.52572 8.787902e-06  0.08654590
## 786 0.01955529 62.51273 4.340946e-04  0.60826957
## 787 0.01955529 62.52479 3.920925e-05  0.18280925
## 788 0.01955529 62.49131 1.135743e-03  0.98388403
## 789 0.01955529 62.50595 6.562836e-04  0.74791062
## 790 0.01955529 62.52515 2.727980e-05  0.15248408
## 791 0.01955529 62.52008 1.933277e-04  0.40592987
## 792 0.01955529 62.51042 5.099009e-04  0.65924491
## 793 0.01955529 62.50920 5.498396e-04  0.68457641
## 794 0.01955529 62.51714 2.899058e-04  0.49708696
## 795 0.01955529 62.51033 5.129955e-04  0.66124238
## 796 0.01955529 62.52481 3.860505e-05  0.18139529
## 797 0.01955529 62.50079 8.253730e-04  0.83874328
## 798 0.01955529 62.50579 6.616207e-04  0.75094556
## 799 0.01955529 62.52412 6.123063e-05 -0.22844848
## 800 0.01955529 62.50350 7.364175e-04  0.79225680
## 801 0.01955529 62.52410 6.176775e-05  0.22944827
## 802 0.01955529 62.51707 2.920533e-04  0.49892463
## 803 0.01955529 62.50914 5.519185e-04  0.68586932
## 804 0.01955529 62.52192 1.330609e-04  0.33676669
## 805 0.01955529 62.46459 2.010312e-03  1.30898801
## 806 0.01955529 62.52218 1.245127e-04  0.32576973
## 807 0.01955529 62.52508 2.962020e-05  0.15889050
## 808 0.01955529 62.52377 7.266541e-05  0.24886728
## 809 0.01955529 62.50089 8.221835e-04  0.83712110
## 810 0.01955529 62.46159 2.108784e-03  1.34066419
## 811 0.01955529 62.52431 5.500283e-05  0.21651922
## 812 0.01955529 62.51313 4.211403e-04  0.59912481
## 813 0.01955529 62.49490 1.018070e-03  0.93152136
## 814 0.01955529 62.52595 1.179837e-06 -0.03171137
## 815 0.01955529 62.50515 6.825587e-04  0.76273545
## 816 0.01955529 62.52272 1.070526e-04  0.30206646
## 817 0.01955529 62.51074 4.992898e-04  0.65234941
## 818 0.01955529 62.48281 1.414159e-03  1.09787519
## 819 0.01955529 62.49630 9.723958e-04  0.91038574
## 820 0.01955529 62.48462 1.354685e-03  1.07454115
## 821 0.01955529 62.51871 2.383772e-04  0.45075059
## 822 0.01955529 62.51607 3.249707e-04  0.52629113
## 823 0.01955529 62.49755 9.314459e-04  0.89101032
## 824 0.01955529 62.52401 6.470623e-05  0.23484264
## 825 0.01955529 62.51981 2.022190e-04  0.41515937
## 826 0.01955529 62.52552 1.540724e-05  0.11459517
## 827 0.01955529 62.52527 2.354161e-05  0.14165176
## 828 0.01955529 62.49079 1.152720e-03  0.99121049
## 829 0.01955529 62.51772 2.708753e-04  0.48049468
## 830 0.01955529 62.50542 6.737172e-04  0.75777932
## 831 0.02082204 62.52502 3.384088e-05 -0.16448053
## 832 0.02082204 62.52278 1.120022e-04  0.29923131
## 833 0.02082204 62.50155 8.532412e-04  0.82590402
## 834 0.02082204 62.49285 1.156959e-03  0.96172871
## 835 0.02082204 62.50816 6.226394e-04  0.70552428
## 836 0.02082204 62.52502 3.375366e-05  0.16426843
## 837 0.02082204 62.49984 9.131033e-04  0.85438502
## 838 0.02082204 62.48951 1.273759e-03  1.00910706
## 839 0.02082204 62.43998 3.002218e-03  1.54922596
## 840 0.02082204 62.41674 3.812563e-03  1.74583106
## 841 0.02040151 62.50447 7.358417e-04  0.77501396
## 842 0.02040151 62.50200 8.202343e-04  0.81825053
## 843 0.02040151 62.48373 1.445170e-03  1.08611743
## 844 0.02040151 62.48932 1.253979e-03  1.01172510
## 845 0.02040151 62.42517 3.446028e-03  1.67716861
## 846 0.02040151 62.52103 1.696230e-04  0.37210000
## 847 0.02040151 62.52338 8.919073e-05  0.26982189
## 848 0.02040151 62.52320 9.535894e-05  0.27899604
## 849 0.02040151 62.50100 8.545005e-04  0.83516729
## 850 0.02040151 62.43636 3.063921e-03  1.58145229
## 851 0.02040151 62.51670 3.176540e-04  0.50920716
## 852 0.02040151 62.48862 1.277888e-03  1.02132434
## 853 0.02040151 62.41109 3.927079e-03  1.79040846
## 854 0.02040151 62.37449 5.176326e-03  2.05555036
## 855 0.02040151 62.43548 3.094066e-03  1.58921307
## 856 0.02040151 62.51478 3.834133e-04  0.55943667
## 857 0.02040151 62.52319 9.557183e-05  0.27930729
## 858 0.02040151 62.50959 5.606959e-04  0.67652057
## 859 0.02040151 62.52519 2.735011e-05  0.14941592
## 860 0.02040151 62.51676 3.157289e-04  0.50766178
## 861 0.02040151 62.51543 3.609978e-04  0.54283722
## 862 0.02040151 62.51300 4.443320e-04  0.60224208
## 863 0.02040151 62.51590 3.448724e-04  0.53057474
## 864 0.02040151 62.49425 1.085321e-03  0.94123132
## 865 0.02040151 62.43716 3.036417e-03  1.57433824
## 866 0.02040151 62.50905 5.793886e-04  0.68770516
## 867 0.02040151 62.51302 4.433782e-04  0.60159535
## 868 0.02040151 62.50461 7.309857e-04  0.77245247
## 869 0.02040151 62.51440 3.962350e-04  0.56871376
## 870 0.02040151 62.49521 1.052657e-03  0.92695962
## 871 0.02040151 62.52421 6.076102e-05  0.22270493
## 872 0.02040151 62.51731 2.969073e-04  0.49229766
## 873 0.02040151 62.47742 1.660921e-03  1.16437199
## 874 0.02040151 62.51675 3.160513e-04  0.50792096
## 875 0.02040151 62.47801 1.640512e-03  1.15719617
## 876 0.02040151 62.52056 1.855052e-04  0.38913060
## 877 0.02040151 62.49689 9.950703e-04  0.90124779
## 878 0.02040151 62.36682 5.438051e-03  2.10687593
## 879 0.02040151 62.48305 1.468160e-03  1.09472236
## 880 0.02040151 62.43442 3.130267e-03  1.59848290
## 881 0.02040151 62.52408 6.519137e-05  0.23068129
## 882 0.02040151 62.52297 1.030907e-04  0.29008616
## 883 0.02040151 62.46972 1.923973e-03  1.25318984
## 884 0.02040151 62.50625 6.749473e-04  0.74225348
## 885 0.02040151 62.46891 1.951684e-03  1.26218232
## 886 0.02040151 62.51889 2.427644e-04 -0.44515353
## 887 0.02040151 62.46921 1.941351e-03 -1.25883671
## 888 0.02040151 62.38120 4.947351e-03 -2.00957253
## 889 0.02040151 62.45029 2.587834e-03 -1.45340127
## 890 0.02040151 62.52026 1.959335e-04 -0.39991863
predicted_trans2 %>% 
  ggplot(aes(factor(month, levels = month.abb), .resid, group = year)) + 
  geom_hline(yintercept = 0, colour = "white", size = 3) +
  geom_line() + 
  facet_wrap(~ area)

For some apartement size classes, few years may have large influence on average number of transactions. We can look at the large cook’s distance.

predicted_trans2 %>% 
  arrange(desc(.cooksd)) %>% 
  dplyr::select(.cooksd, everything())
##          .cooksd transactions month year      area   .fitted  .se.fit
## 1   2.066502e-02          530   Nov 2005  41-54,99 285.07407 9.243226
## 2   1.732572e-02          512   Oct 2005  41-54,99 284.81252 9.129342
## 3   1.672219e-02          461   Nov 2005  55-69,99 240.67519 9.243226
## 4   1.662042e-02          457   Dec 2005  55-69,99 237.34662 9.243226
## 5   1.563057e-02          492   Aug 2005  41-54,99 276.21252 9.129342
## 6   1.429830e-02          443   Sep 2005  55-69,99 236.61364 9.129342
## 7   1.355158e-02          447   Jan 2006  41-54,99 240.96905 8.912216
## 8   1.311382e-02          417   Jun 2005  55-69,99 219.34698 9.129342
## 9   1.281144e-02          478   Nov 2006  41-54,99 280.69727 9.043198
## 10  1.233840e-02          471   Dec 2005  41-54,99 281.74550 9.243226
## 11  1.224425e-02          472   Sep 2005  41-54,99 281.01252 9.129342
## 12  1.220967e-02          476   Oct 2006  41-54,99 280.43572 8.912216
## 13  1.201440e-02          421   Aug 2005  55-69,99 231.81364 9.129342
## 14  1.092183e-02          421   Oct 2006  55-69,99 236.03684 8.912216
## 15  1.034339e-02          457   Mar 2007  41-54,99 273.03225 8.727362
## 16  9.768120e-03          411   Oct 2005  55-69,99 240.41364 9.129342
## 17  8.776169e-03          398   May 2005  55-69,99 236.30698 9.129342
## 18  8.214655e-03           95   Mar 2009  41-54,99 264.27865 8.462559
## 19  8.157851e-03          380   Jul 2005  55-69,99 224.10698 9.129342
## 20  7.908717e-03          422   Jul 2005  41-54,99 268.50585 9.129342
## 21  7.748965e-03          113   Nov 2008  41-54,99 271.94367 8.742620
## 22  7.587392e-03          426   Aug 2006  41-54,99 271.83572 8.912216
## 23  7.566752e-03          429   Dec 2006  41-54,99 277.36870 9.043198
## 24  7.515270e-03          350   Jan 2006  55-69,99 196.57018 8.912216
## 25  7.265470e-03          104   May 2009  41-54,99 263.19865 8.462559
## 26  6.985203e-03          408   Jun 2005  41-54,99 263.74585 9.129342
## 27  6.975274e-03          420   Apr 2007  41-54,99 268.92559 8.727362
## 28  6.777415e-03           85   Feb 2009  41-54,99 238.75865 8.462559
## 29  6.637690e-03          334   Oct 2005  30-40,99 193.37994 9.129342
## 30  6.293861e-03          112   Apr 2009  41-54,99 260.17199 8.462559
## 31  6.265575e-03           80   Jan 2009  41-54,99 227.83865 8.462559
## 32  6.166634e-03          414   May 2007  41-54,99 271.95225 8.727362
## 33  6.130689e-03          100   Jun 2009  41-54,99 246.23865 8.462559
## 34  6.064899e-03          323   Dec 2005  30-40,99 190.31292 9.243226
## 35  5.956194e-03          414   Mar 2006  41-54,99 277.40905 8.912216
## 36  5.845747e-03           76   May 2009  55-69,99 218.79978 8.462559
## 37  5.756483e-03          117   Aug 2009  41-54,99 258.70532 8.462559
## 38  5.622036e-03          367   Nov 2006  55-69,99 236.29839 9.043198
## 39  5.564422e-03          363   Dec 2006  55-69,99 232.96982 9.043198
## 40  5.539594e-03          339   Dec 2005 70-249,99 212.18932 9.243226
## 41  5.438051e-03          354   Aug 2017  41-54,99 223.69092 8.925712
## 42  5.354716e-03          361   Mar 2007  55-69,99 228.63338 8.727362
## 43  5.176326e-03          312   Mar 2017  55-69,99 184.86538 8.925712
## 44  5.167870e-03          338   Nov 2005 70-249,99 215.51789 9.243226
## 45  5.124327e-03          377   Feb 2007  41-54,99 247.51225 8.727362
## 46  5.102786e-03          404   May 2005  41-54,99 280.70585 9.129342
## 47  5.073891e-03          140   Dec 2008  41-54,99 268.61510 8.742620
## 48  5.046319e-03          295   Dec 2015 70-249,99 168.42132 8.854546
## 49  5.046319e-03          295   Dec 2015 70-249,99 168.42132 8.854546
## 50  4.947351e-03          108   Oct 2017  41-54,99 232.29092 8.925712
## 51  4.910549e-03           89   Mar 2009  55-69,99 219.87978 8.462559
## 52  4.732753e-03          100   Dec 2008  55-69,99 224.21622 8.742620
## 53  4.639718e-03          308   Nov 2006  30-40,99 189.26469 9.043198
## 54  4.472664e-03          395   Sep 2006  41-54,99 276.63572 8.912216
## 55  4.256961e-03          350   Mar 2005  55-69,99 237.38698 9.129342
## 56  4.242385e-03          302   Sep 2005  30-40,99 189.57994 9.129342
## 57  4.227304e-03          297   Aug 2005  30-40,99 184.77994 9.129342
## 58  4.113314e-03          321   Feb 2006  55-69,99 207.49018 8.912216
## 59  3.927079e-03          340   Mar 2017  41-54,99 229.26425 8.925712
## 60  3.916658e-03          343   Sep 2006  55-69,99 232.23684 8.912216
## 61  3.839020e-03           79   Mar 2009 70-249,99 194.72247 8.462559
## 62  3.820286e-03           68   Jan 2009  55-69,99 183.43978 8.462559
## 63  3.812563e-03          272   Dec 2016 70-249,99 164.04452 9.017232
## 64  3.806828e-03          138   Aug 2010  41-54,99 254.32852 8.385924
## 65  3.781115e-03          315   Dec 2006 70-249,99 207.81252 9.043198
## 66  3.781092e-03           58   Mar 2009  30-40,99 172.84607 8.462559
## 67  3.723768e-03           67   Dec 2008  30-40,99 177.18252 8.742620
## 68  3.660869e-03          337   May 2007  55-69,99 227.55338 8.727362
## 69  3.637351e-03          113   Nov 2009  55-69,99 223.16799 8.645530
## 70  3.562110e-03          365   Jun 2006  41-54,99 259.36905 8.912216
## 71  3.549926e-03          315   Nov 2006 70-249,99 211.14109 9.043198
## 72  3.461239e-03          143   May 2011  41-54,99 254.44505 8.347999
## 73  3.446028e-03          227   Jan 2017 70-249,99 123.26807 8.925712
## 74  3.442491e-03          136   Jul 2010  41-54,99 246.62185 8.385924
## 75  3.399473e-03          153   Oct 2010  41-54,99 262.92852 8.385924
## 76  3.395662e-03          342   Jan 2007  41-54,99 236.59225 8.727362
## 77  3.377277e-03          109   Jan 2011  41-54,99 219.08505 8.347999
## 78  3.365747e-03          125   Feb 2010  41-54,99 234.38185 8.385924
## 79  3.319112e-03          159   Dec 2009  41-54,99 264.23830 8.645530
## 80  3.250859e-03          122   Feb 2011  41-54,99 230.00505 8.347999
## 81  3.225406e-03          125   Nov 2008  55-69,99 227.54479 8.742620
## 82  3.217417e-03          305   May 2007 70-249,99 202.39607 8.727362
## 83  3.215518e-03          100   Nov 2008 70-249,99 202.38749 8.742620
## 84  3.191050e-03          158   Sep 2009  41-54,99 263.50532 8.462559
## 85  3.182252e-03           89   Feb 2009  55-69,99 194.35978 8.462559
## 86  3.162376e-03          149   Mar 2011  41-54,99 255.52505 8.347999
## 87  3.150918e-03           97   Jun 2009  55-69,99 201.83978 8.462559
## 88  3.130267e-03          253   Aug 2017 70-249,99 154.13474 8.925712
## 89  3.097011e-03          146   Apr 2011  41-54,99 251.41839 8.347999
## 90  3.094066e-03          258   Mar 2017 70-249,99 159.70807 8.925712
## 91  3.075565e-03          329   Apr 2005  55-69,99 233.28031 9.129342
## 92  3.073577e-03          309   Oct 2006 70-249,99 210.87954 8.912216
## 93  3.065399e-03          331   Mar 2006  55-69,99 233.01018 8.912216
## 94  3.063921e-03          232   Feb 2017 70-249,99 134.18807 8.925712
## 95  3.036417e-03          256   May 2017 70-249,99 158.62807 8.925712
## 96  3.015783e-03          150   Dec 2012  41-54,99 251.10790 8.580193
## 97  3.013164e-03          310   Oct 2005 70-249,99 215.25634 9.129342
## 98  3.011282e-03          120   Jan 2010  41-54,99 223.46185 8.385924
## 99  3.002218e-03          285   Dec 2016  55-69,99 189.20182 9.017232
## 100 2.915046e-03          154   Apr 2010  41-54,99 255.79519 8.385924
## 101 2.903693e-03          322   Apr 2007  55-69,99 224.52671 8.727362
## 102 2.885317e-03          153   Sep 2011  41-54,99 254.75172 8.347999
## 103 2.843015e-03          118   Oct 2010  55-69,99 218.52964 8.385924
## 104 2.807618e-03          160   Mar 2010  41-54,99 259.90185 8.385924
## 105 2.771447e-03          163   Dec 2010  41-54,99 259.86150 8.585657
## 106 2.770378e-03          169   Oct 2009  41-54,99 267.30532 8.462559
## 107 2.693934e-03          297   Feb 2007  55-69,99 203.11338 8.727362
## 108 2.587834e-03           98   Oct 2017  55-69,99 187.89204 8.925712
## 109 2.582974e-03          163   May 2010  41-54,99 258.82185 8.385924
## 110 2.567944e-03          175   Nov 2009  41-54,99 267.56687 8.645530
## 111 2.567776e-03           99   May 2009 70-249,99 193.64247 8.462559
## 112 2.503982e-03          316   Aug 2006  55-69,99 227.43684 8.912216
## 113 2.495791e-03          121   Aug 2009  55-69,99 214.30644 8.462559
## 114 2.493988e-03           74   Aug 2009  30-40,99 167.27274 8.462559
## 115 2.473662e-03           91   Aug 2010 70-249,99 184.77234 8.385924
## 116 2.466966e-03           79   May 2009  30-40,99 171.76607 8.462559
## 117 2.451456e-03          278   Nov 2005  30-40,99 193.64149 9.243226
## 118 2.397915e-03          269   Feb 2006 70-249,99 182.33287 8.912216
## 119 2.343107e-03          362   May 2006  41-54,99 276.32905 8.912216
## 120 2.339167e-03          174   Aug 2008  41-54,99 263.08212 8.576865
## 121 2.314176e-03          120   Mar 2011  55-69,99 211.12618 8.347999
## 122 2.306380e-03          274   Oct 2006  30-40,99 189.00314 8.912216
## 123 2.295624e-03           94   Nov 2008  30-40,99 180.51109 8.742620
## 124 2.278344e-03          100   Aug 2009 70-249,99 189.14914 8.462559
## 125 2.277527e-03          234   Jan 2006  30-40,99 149.53647 8.912216
## 126 2.274792e-03          360   Apr 2005  41-54,99 277.67919 9.129342
## 127 2.271690e-03          113   Dec 2008 70-249,99 199.05892 8.742620
## 128 2.265004e-03          124   Oct 2011  55-69,99 214.15284 8.347999
## 129 2.187953e-03           97   Feb 2011  55-69,99 185.60618 8.347999
## 130 2.186114e-03           60   Feb 2009  30-40,99 147.32607 8.462559
## 131 2.179930e-03           82   Feb 2009 70-249,99 169.20247 8.462559
## 132 2.167282e-03          107   Sep 2009 70-249,99 193.94914 8.462559
## 133 2.160384e-03          122   May 2011  55-69,99 210.04618 8.347999
## 134 2.131205e-03          261   Apr 2007  30-40,99 177.49300 8.727362
## 135 2.125476e-03          133   Sep 2009  55-69,99 219.10644 8.462559
## 136 2.121249e-03          155   Jul 2011  41-54,99 242.24505 8.347999
## 137 2.110296e-03          120   Apr 2011  55-69,99 207.01951 8.347999
## 138 2.108784e-03          229   Jun 2016 70-249,99 146.04487 8.738638
## 139 2.107394e-03           83   Apr 2009  30-40,99 168.73940 8.462559
## 140 2.104260e-03          271   Jun 2006 70-249,99 189.81287 8.912216
## 141 2.101365e-03          239   Feb 2007  30-40,99 156.07967 8.727362
## 142 2.078382e-03          251   Jun 2005  30-40,99 172.31327 9.129342
## 143 2.064170e-03          188   Oct 2008  41-54,99 271.68212 8.576865
## 144 2.056472e-03          110   Aug 2008 70-249,99 193.52594 8.576865
## 145 2.010312e-03          244   May 2016 70-249,99 163.00487 8.738638
## 146 2.001320e-03          106   Mar 2010 70-249,99 190.34567 8.385924
## 147 1.998642e-03           90   Jan 2011  55-69,99 174.68618 8.347999
## 148 1.996261e-03          102   Apr 2010 70-249,99 186.23901 8.385924
## 149 1.958487e-03          139   Dec 2009  55-69,99 219.83942 8.645530
## 150 1.951684e-03          237   Sep 2017 70-249,99 158.93474 8.925712
## 151 1.941351e-03           63   Oct 2017  30-40,99 140.85834 8.925712
## 152 1.931524e-03          159   Jun 2010  41-54,99 241.86185 8.385924
## 153 1.923973e-03          306   Sep 2017  41-54,99 228.49092 8.925712
## 154 1.918972e-03          178   Nov 2011  41-54,99 258.81327 8.563781
## 155 1.914830e-03          133   Mar 2010  55-69,99 215.50298 8.385924
## 156 1.855051e-03          101   Jul 2009 70-249,99 181.44247 8.462559
## 157 1.850174e-03          270   Jan 2007  55-69,99 192.19338 8.727362
## 158 1.848570e-03           98   Jan 2010  55-69,99 179.06298 8.385924
## 159 1.834638e-03          171   Jul 2009  41-54,99 250.99865 8.462559
## 160 1.820164e-03           97   Jun 2009 70-249,99 176.68247 8.462559
## 161 1.806197e-03          179   Sep 2010  41-54,99 259.12852 8.385924
## 162 1.801074e-03          327   Feb 2006  41-54,99 251.88905 8.912216
## 163 1.777288e-03           94   Aug 2008  30-40,99 171.64954 8.576865
## 164 1.771759e-03          112   Apr 2009 70-249,99 190.61581 8.462559
## 165 1.732492e-03          119   Jul 2011  55-69,99 197.84618 8.347999
## 166 1.719576e-03          180   Oct 2011  41-54,99 258.55172 8.347999
## 167 1.690929e-03          131   Dec 2012  55-69,99 206.70902 8.580193
## 168 1.682006e-03           95   Jul 2011 70-249,99 172.68887 8.347999
## 169 1.678005e-03          101   Sep 2008  30-40,99 176.44954 8.576865
## 170 1.671505e-03          120   Dec 2009 70-249,99 194.68212 8.645530
## 171 1.667172e-03          113   Feb 2010  55-69,99 189.98298 8.385924
## 172 1.660921e-03          288   Jul 2017  41-54,99 215.98425 8.925712
## 173 1.650974e-03          109   Mar 2011 70-249,99 185.96887 8.347999
## 174 1.645644e-03          257   Sep 2006  30-40,99 185.20314 8.912216
## 175 1.642874e-03           42   Nov 2008  10-29,99 115.18524 8.742620
## 176 1.640512e-03          218   Jul 2017 70-249,99 146.42807 8.925712
## 177 1.623445e-03          281   Sep 2005 70-249,99 211.45634 9.129342
## 178 1.601986e-03          122   Jun 2010  55-69,99 197.46298 8.385924
## 179 1.601760e-03          123   Oct 2009 70-249,99 197.74914 8.462559
## 180 1.585162e-03          102   Jul 2010 70-249,99 177.06567 8.385924
## 181 1.583031e-03          154   Oct 2008  55-69,99 227.28324 8.576865
## 182 1.579422e-03          135   Aug 2010  55-69,99 209.92964 8.385924
## 183 1.565637e-03          285   Jun 2006  55-69,99 214.97018 8.912216
## 184 1.561965e-03          350   Mar 2005  41-54,99 281.78585 9.129342
## 185 1.548657e-03          151   Sep 2008  55-69,99 223.48324 8.576865
## 186 1.545032e-03           30   Apr 2009  10-29,99 103.41356 8.462559
## 187 1.540654e-03          136   Sep 2011  55-69,99 210.35284 8.347999
## 188 1.533701e-03          216   Jan 2007  30-40,99 145.15967 8.727362
## 189 1.529623e-03          119   Jun 2011  55-69,99 193.08618 8.347999
## 190 1.519568e-03           82   Jun 2009  30-40,99 154.80607 8.462559
## 191 1.510969e-03          134   Jul 2009  55-69,99 206.59978 8.462559
## 192 1.506697e-03           76   Jan 2011 70-249,99 149.52887 8.347999
## 193 1.502917e-03           64   Jan 2009  30-40,99 136.40607 8.462559
## 194 1.496388e-03          109   Oct 2008  30-40,99 180.24954 8.576865
## 195 1.468160e-03          247   Aug 2017  55-69,99 179.29204 8.925712
## 196 1.466962e-03          133   Aug 2011  55-69,99 205.55284 8.347999
## 197 1.458741e-03          248   Aug 2006  30-40,99 180.40314 8.912216
## 198 1.447399e-03          143   Sep 2010  55-69,99 214.72964 8.385924
## 199 1.445170e-03          260   Jan 2017  41-54,99 192.82425 8.925712
## 200 1.439434e-03          136   Dec 2007 70-249,99 203.43572 8.875706
## 201 1.438817e-03          149   Nov 2010  55-69,99 218.79119 8.585657
## 202 1.422415e-03           36   May 2009  10-29,99 106.44023 8.462559
## 203 1.416051e-03           88   Jan 2009 70-249,99 158.28247 8.462559
## 204 1.415042e-03          242   Jul 2005  30-40,99 177.07327 9.129342
## 205 1.414159e-03          296   Aug 2016  41-54,99 228.06772 8.738638
## 206 1.413948e-03           92   Aug 2010  30-40,99 162.89594 8.385924
## 207 1.411147e-03           94   Feb 2010 70-249,99 164.82567 8.385924
## 208 1.395600e-03          146   Apr 2009  55-69,99 215.77311 8.462559
## 209 1.354685e-03          225   Aug 2016 70-249,99 158.51154 8.738638
## 210 1.353828e-03          124   Oct 2010 70-249,99 193.37234 8.385924
## 211 1.345528e-03          168   Jun 2011  41-54,99 237.48505 8.347999
## 212 1.332950e-03          182   Mar 2012  41-54,99 251.14825 8.349309
## 213 1.313649e-03          272   Mar 2006 70-249,99 207.85287 8.912216
## 214 1.308706e-03           92   Jul 2009  30-40,99 159.56607 8.462559
## 215 1.304382e-03          271   Sep 2006 70-249,99 207.07954 8.912216
## 216 1.284484e-03          122   Sep 2010 70-249,99 189.57234 8.385924
## 217 1.284420e-03          117   May 2011 70-249,99 184.88887 8.347999
## 218 1.277888e-03          201   Mar 2017  30-40,99 137.83167 8.925712
## 219 1.273759e-03          296   Dec 2016  41-54,99 233.60070 9.017232
## 220 1.255431e-03          180   Mar 2013  41-54,99 246.77145 8.389838
## 221 1.253979e-03          211   Jan 2017  55-69,99 148.42538 8.925712
## 222 1.253949e-03          112   Mar 2008  30-40,99 177.22287 8.576865
## 223 1.211881e-03           49   Dec 2008  10-29,99 111.85667 8.742620
## 224 1.205132e-03          141   Mar 2012  55-69,99 206.74938 8.349309
## 225 1.198286e-03          124   May 2010 70-249,99 189.26567 8.385924
## 226 1.190217e-03          179   Aug 2005  10-29,99 119.45409 9.129342
## 227 1.179325e-03          182   Apr 2012  41-54,99 247.04159 8.349309
## 228 1.177991e-03          143   Jun 2008  55-69,99 206.21658 8.576865
## 229 1.172448e-03          117   Apr 2011 70-249,99 181.86221 8.347999
## 230 1.167542e-03          150   May 2010  55-69,99 214.42298 8.385924
## 231 1.165559e-03          205   Sep 2008  41-54,99 267.88212 8.576865
## 232 1.160844e-03          121   Dec 2007  30-40,99 181.55932 8.875706
## 233 1.157010e-03          114   Nov 2009  30-40,99 176.13429 8.645530
## 234 1.156959e-03          252   Nov 2016  55-69,99 192.53039 9.017232
## 235 1.152720e-03          298   Oct 2016  41-54,99 236.66772 8.738638
## 236 1.142641e-03          265   Aug 2005 70-249,99 206.65634 9.129342
## 237 1.135743e-03          269   Feb 2016  41-54,99 208.12105 8.738638
## 238 1.121045e-03          118   Jan 2005 70-249,99 175.78967 9.129342
## 239 1.118604e-03          247   May 2005  30-40,99 189.27327 9.129342
## 240 1.110571e-03           57   Dec 2007  10-29,99 116.23347 8.875706
## 241 1.106530e-03          100   May 2011  30-40,99 163.01247 8.347999
## 242 1.101838e-03          238   Feb 2007 70-249,99 177.95607 8.727362
## 243 1.097447e-03          114   Oct 2009  30-40,99 175.87274 8.462559
## 244 1.085321e-03          242   May 2017  55-69,99 183.78538 8.925712
## 245 1.083958e-03          278   Jul 2006  55-69,99 219.73018 8.912216
## 246 1.083046e-03          190   Jun 2008  41-54,99 250.61545 8.576865
## 247 1.077519e-03          287   Apr 2006  55-69,99 228.90351 8.912216
## 248 1.058707e-03          229   Jan 2006 70-249,99 171.41287 8.912216
## 249 1.052657e-03          199   Jun 2017 70-249,99 141.66807 8.925712
## 250 1.050652e-03          184   Oct 2005  10-29,99 128.05409 9.129342
## 251 1.049983e-03          178   Mar 2006  10-29,99 120.65063 8.912216
## 252 1.049972e-03          227   May 2015 70-249,99 167.38167 8.585790
## 253 1.049972e-03          227   May 2015 70-249,99 167.38167 8.585790
## 254 1.040125e-03          103   Mar 2011  30-40,99 164.09247 8.347999
## 255 1.031772e-03          130   Nov 2011 70-249,99 189.25709 8.563781
## 256 1.030612e-03           90   Jul 2011  30-40,99 150.81247 8.347999
## 257 1.018070e-03          278   Jul 2016  41-54,99 220.36105 8.738638
## 258 1.017692e-03          192   Jul 2015  30-40,99 133.30527 8.585790
## 259 1.017692e-03          192   Jul 2015  30-40,99 133.30527 8.585790
## 260 1.013718e-03           72   Jan 2010  30-40,99 132.02927 8.385924
## 261 1.007086e-03          208   Oct 2015  30-40,99 149.61194 8.585790
## 262 1.007086e-03          208   Oct 2015  30-40,99 149.61194 8.585790
## 263 1.003109e-03          129   Oct 2011 70-249,99 188.99554 8.347999
## 264 1.002783e-03          100   Apr 2011  30-40,99 159.98580 8.347999
## 265 9.965528e-04          228   Nov 2015 70-249,99 171.74989 8.854546
## 266 9.965528e-04          228   Nov 2015 70-249,99 171.74989 8.854546
## 267 9.950703e-04          188   Aug 2017  30-40,99 132.25834 8.925712
## 268 9.932240e-04          312   Jun 2007  41-54,99 254.99225 8.727362
## 269 9.916675e-04          143   Apr 2012  55-69,99 202.64271 8.349309
## 270 9.913875e-04          153   Dec 2011  55-69,99 211.08582 8.563781
## 271 9.807976e-04          161   Aug 2008  55-69,99 218.68324 8.576865
## 272 9.771170e-04          124   Dec 2012 70-249,99 181.55172 8.580193
## 273 9.749311e-04          237   May 2007  30-40,99 180.51967 8.727362
## 274 9.723958e-04          240   Aug 2016  55-69,99 183.66884 8.738638
## 275 9.619362e-04          240   Dec 2006  30-40,99 185.93612 9.043198
## 276 9.608369e-04          156   Jan 2012  41-54,99 214.70825 8.349309
## 277 9.515619e-04           54   May 2008  10-29,99 110.81703 8.576865
## 278 9.338991e-04          177   Sep 2005  10-29,99 124.25409 9.129342
## 279 9.335382e-04          180   Jul 2012  41-54,99 237.86825 8.349309
## 280 9.314459e-04          288   Sep 2016  41-54,99 232.86772 8.738638
## 281 9.238174e-04          115   Jun 2010 70-249,99 172.30567 8.385924
## 282 9.145293e-04          148   Sep 2007 70-249,99 202.70274 8.727362
## 283 9.142880e-04          138   Nov 2010 70-249,99 193.63389 8.585657
## 284 9.131033e-04          195   Dec 2016  30-40,99 142.16811 9.017232
## 285 9.085602e-04          258   Mar 2007 70-249,99 203.47607 8.727362
## 286 9.001730e-04          118   Dec 2009  30-40,99 172.80571 8.645530
## 287 8.991254e-04          285   May 2006  55-69,99 231.93018 8.912216
## 288 8.894547e-04          121   Apr 2012 70-249,99 177.48541 8.349309
## 289 8.854703e-04          291   Dec 2015  41-54,99 237.97750 8.854546
## 290 8.854703e-04          291   Dec 2015  41-54,99 237.97750 8.854546
## 291 8.711419e-04          136   Dec 2010 70-249,99 190.30532 8.585657
## 292 8.635569e-04          148   Oct 2008 70-249,99 202.12594 8.576865
## 293 8.545005e-04          211   Feb 2017  55-69,99 159.34538 8.925712
## 294 8.532412e-04          288   Nov 2016  41-54,99 236.92927 9.017232
## 295 8.480576e-04           99   Jan 2010 70-249,99 153.90567 8.385924
## 296 8.372815e-04          114   Nov 2011  30-40,99 167.38069 8.563781
## 297 8.330408e-04          169   Oct 2009  55-69,99 222.90644 8.462559
## 298 8.253730e-04          190   Apr 2016  30-40,99 138.10180 8.738638
## 299 8.252459e-04          219   Jan 2007 70-249,99 167.03607 8.727362
## 300 8.239803e-04          128   Nov 2013 70-249,99 180.50349 8.634675
## 301 8.221835e-04          223   Jun 2016  55-69,99 171.20218 8.738638
## 302 8.202343e-04          152   Jan 2017  30-40,99 101.39167 8.925712
## 303 8.156964e-04          156   Nov 2007 70-249,99 206.76429 8.875706
## 304 8.111863e-04          196   Aug 2011  41-54,99 249.95172 8.347999
## 305 8.074419e-04          233   Mar 2007  30-40,99 181.59967 8.727362
## 306 8.045998e-04          211   Nov 2010  41-54,99 263.19007 8.585657
## 307 7.945477e-04          127   Aug 2011 70-249,99 180.39554 8.347999
## 308 7.788602e-04          204   Dec 2011  41-54,99 255.48470 8.563781
## 309 7.721991e-04          108   Jun 2008  30-40,99 159.18287 8.576865
## 310 7.692881e-04          196   Dec 2013  41-54,99 246.73110 8.634675
## 311 7.621233e-04          135   Dec 2011 70-249,99 185.92852 8.563781
## 312 7.609225e-04           56   Mar 2009  10-29,99 107.52023 8.462559
## 313 7.522181e-04          165   Dec 2010  55-69,99 215.46262 8.585657
## 314 7.431129e-04          160   Apr 2010  55-69,99 211.39631 8.385924
## 315 7.364175e-04          209   Apr 2016 70-249,99 159.97821 8.738638
## 316 7.358417e-04           84   Jan 2017  10-29,99  36.06583 8.925712
## 317 7.340075e-04          127   Apr 2015  10-29,99  77.15276 8.585790
## 318 7.340075e-04          127   Apr 2015  10-29,99  77.15276 8.585790
## 319 7.309857e-04          259   Jun 2017  41-54,99 211.22425 8.925712
## 320 7.127518e-04           88   Feb 2011  30-40,99 138.57247 8.347999
## 321 7.092722e-04          110   Feb 2011 70-249,99 160.44887 8.347999
## 322 7.011794e-04           95   Jan 2012 70-249,99 145.15207 8.349309
## 323 6.990279e-04          213   Apr 2015 70-249,99 164.35501 8.585790
## 324 6.990279e-04          213   Apr 2015 70-249,99 164.35501 8.585790
## 325 6.949286e-04          261   Feb 2015  41-54,99 212.49785 8.585790
## 326 6.949286e-04          261   Feb 2015  41-54,99 212.49785 8.585790
## 327 6.891757e-04          122   Oct 2010  30-40,99 171.49594 8.385924
## 328 6.883997e-04          150   Sep 2008 70-249,99 198.32594 8.576865
## 329 6.825587e-04          198   Jul 2016 70-249,99 150.80487 8.738638
## 330 6.796905e-04          150   May 2008 70-249,99 198.01927 8.576865
## 331 6.749473e-04          230   Sep 2017  55-69,99 184.09204 8.925712
## 332 6.737172e-04          214   Oct 2016 70-249,99 167.11154 8.738638
## 333 6.717388e-04          310   Jul 2006  41-54,99 264.12905 8.912216
## 334 6.713505e-04          176   Jun 2014  41-54,99 224.35465 8.469022
## 335 6.713505e-04          176   Jun 2014  41-54,99 224.35465 8.469022
## 336 6.644932e-04          121   Dec 2010  30-40,99 168.42891 8.585657
## 337 6.627015e-04           23   Jan 2009  10-29,99  71.08023 8.462559
## 338 6.624950e-04          124   Sep 2009  30-40,99 172.07274 8.462559
## 339 6.616207e-04          276   Apr 2016  41-54,99 229.53439 8.738638
## 340 6.577955e-04          136   Jun 2013  55-69,99 184.33258 8.389838
## 341 6.562836e-04          210   Feb 2016  55-69,99 163.72218 8.738638
## 342 6.549169e-04          145   Jul 2012  55-69,99 193.46938 8.349309
## 343 6.506002e-04          122   Jan 2012  55-69,99 170.30938 8.349309
## 344 6.484472e-04          133   Feb 2012  55-69,99 181.22938 8.349309
## 345 6.417354e-04          116   Jan 2008 70-249,99 162.65927 8.576865
## 346 6.404349e-04          129   Jan 2006  10-29,99  84.21063 8.912216
## 347 6.345397e-04          141   Jun 2012  55-69,99 188.70938 8.349309
## 348 6.339520e-04          209   Jul 2008  41-54,99 255.37545 8.576865
## 349 6.294483e-04          190   Aug 2014  41-54,99 236.82132 8.469022
## 350 6.294483e-04          190   Aug 2014  41-54,99 236.82132 8.469022
## 351 6.226394e-04          211   Nov 2016 70-249,99 167.37309 9.017232
## 352 6.216611e-04           69   Oct 2008  10-29,99 114.92369 8.576865
## 353 6.214950e-04          238   Dec 2015  55-69,99 193.57862 8.854546
## 354 6.214950e-04          238   Dec 2015  55-69,99 193.57862 8.854546
## 355 6.149356e-04          182   Jun 2013  41-54,99 228.73145 8.389838
## 356 6.136701e-04          196   Jun 2015 70-249,99 150.42167 8.585790
## 357 6.136701e-04          196   Jun 2015 70-249,99 150.42167 8.585790
## 358 6.134075e-04          121   Sep 2010  30-40,99 167.69594 8.385924
## 359 6.071635e-04          153   Nov 2009 70-249,99 198.01069 8.645530
## 360 6.051976e-04           56   Aug 2009  10-29,99 101.94689 8.462559
## 361 5.983589e-04          304   Jul 2007  41-54,99 259.75225 8.727362
## 362 5.936508e-04          127   Apr 2014  10-29,99  81.52956 8.469022
## 363 5.936508e-04          127   Apr 2014  10-29,99  81.52956 8.469022
## 364 5.935552e-04          241   Jul 2005 70-249,99 198.94967 9.129342
## 365 5.864358e-04          277   Aug 2015  41-54,99 232.44452 8.585790
## 366 5.864358e-04          277   Aug 2015  41-54,99 232.44452 8.585790
## 367 5.856951e-04          223   May 2008  41-54,99 267.57545 8.576865
## 368 5.793886e-04           97   Jun 2017  10-29,99  54.46583 8.925712
## 369 5.792561e-04          152   May 2014  55-69,99 196.91578 8.469022
## 370 5.792561e-04          152   May 2014  55-69,99 196.91578 8.469022
## 371 5.739984e-04           62   Sep 2009  10-29,99 106.74689 8.462559
## 372 5.702831e-04           58   Nov 2011  10-29,99 102.05484 8.563781
## 373 5.606959e-04          267   Apr 2017  41-54,99 225.15759 8.925712
## 374 5.605331e-04          138   Sep 2007  30-40,99 180.82634 8.727362
## 375 5.558360e-04           50   Apr 2011  10-29,99  94.65996 8.347999
## 376 5.519185e-04          275   May 2016  41-54,99 232.56105 8.738638
## 377 5.501573e-04          158   Jul 2010  55-69,99 202.22298 8.385924
## 378 5.498396e-04          276   Mar 2016  41-54,99 233.64105 8.738638
## 379 5.492034e-04           68   Nov 2009  10-29,99 110.80844 8.645530
## 380 5.353605e-04           56   Jul 2008  10-29,99  98.61703 8.576865
## 381 5.310405e-04           84   Jan 2011  30-40,99 127.65247 8.347999
## 382 5.293590e-04          243   Aug 2006 70-249,99 202.27954 8.912216
## 383 5.278018e-04          137   May 2012 70-249,99 180.51207 8.349309
## 384 5.216055e-04          110   Jul 2015  10-29,99  67.97943 8.585790
## 385 5.216055e-04          110   Jul 2015  10-29,99  67.97943 8.585790
## 386 5.174239e-04           70   Mar 2008  10-29,99 111.89703 8.576865
## 387 5.150778e-04          130   Nov 2010  30-40,99 171.75749 8.585657
## 388 5.148778e-04          163   Sep 2012  55-69,99 205.97604 8.349309
## 389 5.135811e-04          125   Jun 2011 70-249,99 167.92887 8.347999
## 390 5.129955e-04          205   Mar 2016 70-249,99 164.08487 8.738638
## 391 5.099009e-04          183   Mar 2016  30-40,99 142.20847 8.738638
## 392 5.097019e-04          210   Mar 2015 70-249,99 168.46167 8.585790
## 393 5.097019e-04          210   Mar 2015 70-249,99 168.46167 8.585790
## 394 5.078065e-04          234   May 2015  55-69,99 192.53898 8.585790
## 395 5.078065e-04          234   May 2015  55-69,99 192.53898 8.585790
## 396 5.073883e-04          126   Mar 2010  30-40,99 168.46927 8.385924
## 397 5.045286e-04          240   Apr 2007 70-249,99 199.36941 8.727362
## 398 5.017689e-04           91   Jan 2014  10-29,99  49.19623 8.469022
## 399 5.017689e-04           91   Jan 2014  10-29,99  49.19623 8.469022
## 400 4.992898e-04          177   Aug 2016  30-40,99 136.63514 8.738638
## 401 4.932501e-04           48   Jun 2009  10-29,99  89.48023 8.462559
## 402 4.892023e-04          166   Nov 2005  10-29,99 128.31564 9.243226
## 403 4.861588e-04          225   Mar 2006  30-40,99 185.97647 8.912216
## 404 4.830896e-04          184   Feb 2012  41-54,99 225.62825 8.349309
## 405 4.812388e-04          234   Dec 2007  41-54,99 272.99190 8.875706
## 406 4.810302e-04          169   Jan 2013  41-54,99 210.33145 8.389838
## 407 4.799271e-04          174   Nov 2011  55-69,99 214.41439 8.563781
## 408 4.798917e-04          232   Jun 2005 70-249,99 194.18967 9.129342
## 409 4.628529e-04          249   Feb 2005  55-69,99 211.86698 9.129342
## 410 4.602242e-04           88   Mar 2005  10-29,99 125.02743 9.129342
## 411 4.583866e-04          140   Jun 2014  55-69,99 179.95578 8.469022
## 412 4.583866e-04          140   Jun 2014  55-69,99 179.95578 8.469022
## 413 4.504952e-04          206   Sep 2013  41-54,99 245.99812 8.389838
## 414 4.495590e-04          177   Jul 2007  55-69,99 215.35338 8.727362
## 415 4.483422e-04           71   Oct 2009  10-29,99 110.54689 8.462559
## 416 4.473885e-04           63   Feb 2005  10-29,99  99.50743 9.129342
## 417 4.458086e-04          107   Jun 2014  10-29,99  67.59623 8.469022
## 418 4.458086e-04          107   Jun 2014  10-29,99  67.59623 8.469022
## 419 4.443320e-04          174   May 2017  30-40,99 136.75167 8.925712
## 420 4.437532e-04           69   Dec 2009  10-29,99 107.47987 8.645530
## 421 4.433782e-04          157   Jun 2017  30-40,99 119.79167 8.925712
## 422 4.431924e-04          199   Apr 2014  41-54,99 238.28799 8.469022
## 423 4.431924e-04          199   Apr 2014  41-54,99 238.28799 8.469022
## 424 4.392062e-04          164   Dec 2013  55-69,99 202.33222 8.634675
## 425 4.340946e-04           89   Feb 2016  10-29,99  51.36263 8.738638
## 426 4.320413e-04          116   Jul 2010  30-40,99 155.18927 8.385924
## 427 4.304851e-04          194   Jan 2008  41-54,99 232.21545 8.576865
## 428 4.292710e-04           63   May 2010  10-29,99 102.06343 8.385924
## 429 4.240744e-04          278   Nov 2015  41-54,99 241.30607 8.854546
## 430 4.240744e-04          278   Nov 2015  41-54,99 241.30607 8.854546
## 431 4.211403e-04          166   Jul 2016  30-40,99 128.92847 8.738638
## 432 4.157646e-04          146   Oct 2012 70-249,99 184.61874 8.349309
## 433 4.151906e-04          143   Mar 2012 70-249,99 181.59207 8.349309
## 434 4.127905e-04           47   Jul 2011  10-29,99  85.48663 8.347999
## 435 4.092055e-04          125   Sep 2011  30-40,99 163.31914 8.347999
## 436 3.996274e-04          100   Jun 2015  10-29,99  63.21943 8.585790
## 437 3.996274e-04          100   Jun 2015  10-29,99  63.21943 8.585790
## 438 3.968055e-04          123   Dec 2012  30-40,99 159.67531 8.580193
## 439 3.965473e-04          122   Mar 2012  30-40,99 159.71567 8.349309
## 440 3.962350e-04          202   Jun 2017  55-69,99 166.82538 8.925712
## 441 3.860535e-04          109   Jun 2013  10-29,99  71.97303 8.389838
## 442 3.850573e-04          140   May 2008  30-40,99 176.14287 8.576865
## 443 3.846488e-04           75   Sep 2008  10-29,99 111.12369 8.576865
## 444 3.834133e-04          103   Apr 2017  10-29,99  68.39916 8.925712
## 445 3.717632e-04          279   Apr 2013  41-54,99 242.66479 8.389838
## 446 3.683916e-04          111   Aug 2015  10-29,99  75.68609 8.585790
## 447 3.683916e-04          111   Aug 2015  10-29,99  75.68609 8.585790
## 448 3.668068e-04          184   Nov 2015  30-40,99 149.87349 8.854546
## 449 3.668068e-04          184   Nov 2015  30-40,99 149.87349 8.854546
## 450 3.656151e-04           80   Jan 2015  10-29,99  44.81943 8.585790
## 451 3.656151e-04           80   Jan 2015  10-29,99  44.81943 8.585790
## 452 3.652284e-04           98   Feb 2012  30-40,99 134.19567 8.349309
## 453 3.635672e-04          131   Oct 2011  30-40,99 167.11914 8.347999
## 454 3.609978e-04          105   May 2017  10-29,99  71.42583 8.925712
## 455 3.580821e-04          206   May 2014  41-54,99 241.31465 8.469022
## 456 3.580821e-04          206   May 2014  41-54,99 241.31465 8.469022
## 457 3.571989e-04          195   Dec 2007  55-69,99 228.59302 8.875706
## 458 3.516546e-04          120   Mar 2013  30-40,99 155.33887 8.389838
## 459 3.448724e-04          261   May 2017  41-54,99 228.18425 8.925712
## 460 3.432749e-04          268   Apr 2015  41-54,99 233.91119 8.585790
## 461 3.432749e-04          268   Apr 2015  41-54,99 233.91119 8.585790
## 462 3.419335e-04          254   Jun 2015  41-54,99 219.97785 8.585790
## 463 3.419335e-04          254   Jun 2015  41-54,99 219.97785 8.585790
## 464 3.402823e-04          177   Jul 2008  55-69,99 210.97658 8.576865
## 465 3.371387e-04          152   Jul 2008 70-249,99 185.81927 8.576865
## 466 3.360742e-04           46   Jun 2011  10-29,99  80.72663 8.347999
## 467 3.345562e-04          210   Oct 2014 70-249,99 175.86514 8.469022
## 468 3.345562e-04          210   Oct 2014 70-249,99 175.86514 8.469022
## 469 3.284606e-04           72   Oct 2010  10-29,99 106.17009 8.385924
## 470 3.249707e-04          174   Sep 2016  30-40,99 141.43514 8.738638
## 471 3.248213e-04           73   Jan 2016  10-29,99  40.44263 8.738638
## 472 3.209571e-04          243   Jun 2007  55-69,99 210.59338 8.727362
## 473 3.188351e-04          147   Sep 2012 70-249,99 180.81874 8.349309
## 474 3.176540e-04          104   Mar 2017  10-29,99  72.50583 8.925712
## 475 3.170268e-04           64   Aug 2010  10-29,99  97.57009 8.385924
## 476 3.160513e-04          203   Jul 2017  55-69,99 171.58538 8.925712
## 477 3.157289e-04          187   Apr 2017 70-249,99 155.60141 8.925712
## 478 3.143341e-04          236   Mar 2008  41-54,99 268.65545 8.576865
## 479 3.124328e-04          175   Apr 2015  30-40,99 142.47860 8.585790
## 480 3.124328e-04          175   Apr 2015  30-40,99 142.47860 8.585790
## 481 3.122889e-04          113   Sep 2015  10-29,99  80.48609 8.585790
## 482 3.122889e-04          113   Sep 2015  10-29,99  80.48609 8.585790
## 483 3.121898e-04           49   Feb 2009  10-29,99  82.00023 8.462559
## 484 3.118390e-04          235   Apr 2006 70-249,99 203.74621 8.912216
## 485 3.067190e-04          214   Nov 2014  41-54,99 245.68287 8.726513
## 486 3.067190e-04          214   Nov 2014  41-54,99 245.68287 8.726513
## 487 3.033621e-04           65   Sep 2011  10-29,99  97.99329 8.347999
## 488 3.022087e-04          122   Sep 2013  10-29,99  89.23969 8.389838
## 489 2.969073e-04          155   Jul 2017  30-40,99 124.55167 8.925712
## 490 2.960901e-04           86   Jan 2013  10-29,99  53.57303 8.389838
## 491 2.958135e-04          213   Aug 2012  41-54,99 245.57492 8.349309
## 492 2.950367e-04          220   Mar 2005  30-40,99 190.35327 9.129342
## 493 2.920533e-04          172   May 2016  30-40,99 141.12847 8.738638
## 494 2.910590e-04          136   Jul 2012 70-249,99 168.31207 8.349309
## 495 2.899058e-04          220   Mar 2016  55-69,99 189.24218 8.738638
## 496 2.875076e-04          104   Jul 2014  10-29,99  72.35623 8.469022
## 497 2.875076e-04          104   Jul 2014  10-29,99  72.35623 8.469022
## 498 2.871526e-04          111   Feb 2010  30-40,99 142.94927 8.385924
## 499 2.833382e-04          230   Jan 2005  55-69,99 200.94698 9.129342
## 500 2.790008e-04          127   May 2012  30-40,99 158.63567 8.349309
## 501 2.786441e-04          190   Feb 2006  30-40,99 160.45647 8.912216
## 502 2.766182e-04           90   Nov 2007  10-29,99 119.56204 8.875706
## 503 2.710468e-04           76   Aug 2008  10-29,99 106.32369 8.576865
## 504 2.709526e-04          170   Aug 2012  55-69,99 201.17604 8.349309
## 505 2.708753e-04          222   Oct 2016  55-69,99 192.26884 8.738638
## 506 2.687214e-04          115   Jun 2011  30-40,99 146.05247 8.347999
## 507 2.655484e-04          268   Mar 2015  41-54,99 238.01785 8.585790
## 508 2.655484e-04          268   Mar 2015  41-54,99 238.01785 8.585790
## 509 2.641456e-04          156   Nov 2007  30-40,99 184.88789 8.875706
## 510 2.620569e-04          158   Jan 2008  55-69,99 187.81658 8.576865
## 511 2.597612e-04          172   Mar 2013  55-69,99 202.37258 8.389838
## 512 2.555924e-04          176   Mar 2015  30-40,99 146.58527 8.585790
## 513 2.555924e-04          176   Mar 2015  30-40,99 146.58527 8.585790
## 514 2.513678e-04          152   Dec 2005  10-29,99 124.98707 9.243226
## 515 2.488820e-04          189   Jul 2014 70-249,99 159.55847 8.469022
## 516 2.488820e-04          189   Jul 2014 70-249,99 159.55847 8.469022
## 517 2.460555e-04          156   Nov 2012 70-249,99 184.88029 8.580193
## 518 2.427644e-04           48   Oct 2017  10-29,99  75.53249 8.925712
## 519 2.422289e-04          235   Jan 2014  41-54,99 205.95465 8.469022
## 520 2.422289e-04          235   Jan 2014  41-54,99 205.95465 8.469022
## 521 2.383772e-04          104   Sep 2016  10-29,99  76.10929 8.738638
## 522 2.383755e-04           44   Feb 2011  10-29,99  73.24663 8.347999
## 523 2.382754e-04           56   Jun 2010  10-29,99  85.10343 8.385924
## 524 2.362020e-04          204   Jun 2012  41-54,99 233.10825 8.349309
## 525 2.359546e-04          253   Jul 2015  41-54,99 224.73785 8.585790
## 526 2.359546e-04          253   Jul 2015  41-54,99 224.73785 8.585790
## 527 2.326269e-04          265   May 2015  41-54,99 236.93785 8.585790
## 528 2.326269e-04          265   May 2015  41-54,99 236.93785 8.585790
## 529 2.246864e-04           66   Mar 2012  10-29,99  94.38983 8.349309
## 530 2.239583e-04          278   Oct 2013  41-54,99 249.79812 8.389838
## 531 2.196850e-04          128   Feb 2012 70-249,99 156.07207 8.349309
## 532 2.196252e-04          222   May 2012  41-54,99 250.06825 8.349309
## 533 2.195271e-04           83   Feb 2015  10-29,99  55.73943 8.585790
## 534 2.195271e-04           83   Feb 2015  10-29,99  55.73943 8.585790
## 535 2.159161e-04          165   Aug 2014  55-69,99 192.42244 8.469022
## 536 2.159161e-04          165   Aug 2014  55-69,99 192.42244 8.469022
## 537 2.146285e-04           89   Sep 2007  10-29,99 115.50049 8.727362
## 538 2.110472e-04          131   Aug 2011  30-40,99 158.51914 8.347999
## 539 2.093558e-04          104   Jul 2013  10-29,99  76.73303 8.389838
## 540 2.093393e-04          107   Dec 2015  10-29,99  81.21907 8.854546
## 541 2.093393e-04          107   Dec 2015  10-29,99  81.21907 8.854546
## 542 2.089671e-04          228   Oct 2014  55-69,99 201.02244 8.469022
## 543 2.089671e-04          228   Oct 2014  55-69,99 201.02244 8.469022
## 544 2.070168e-04          150   Aug 2007  30-40,99 176.02634 8.727362
## 545 2.061130e-04          158   Sep 2011 70-249,99 185.19554 8.347999
## 546 2.048207e-04           68   Dec 2012  10-29,99  94.34947 8.580193
## 547 2.031705e-04          232   May 2006 70-249,99 206.77287 8.912216
## 548 2.022190e-04          189   Sep 2016 70-249,99 163.31154 8.738638
## 549 1.997924e-04          268   Sep 2014  41-54,99 241.62132 8.469022
## 550 1.997924e-04          268   Sep 2014  41-54,99 241.62132 8.469022
## 551 1.994294e-04          138   Dec 2011  30-40,99 164.05211 8.563781
## 552 1.977994e-04          189   Jun 2007  30-40,99 163.55967 8.727362
## 553 1.964994e-04          124   Jun 2010  30-40,99 150.42927 8.385924
## 554 1.960626e-04           82   Apr 2008  10-29,99 107.79036 8.576865
## 555 1.959335e-04          138   Oct 2017 70-249,99 162.73474 8.925712
## 556 1.956204e-04           76   Sep 2010  10-29,99 102.37009 8.385924
## 557 1.933277e-04          102   Mar 2016  10-29,99  76.88263 8.738638
## 558 1.924069e-04          239   Apr 2008  41-54,99 264.54879 8.576865
## 559 1.898993e-04          222   Oct 2015  55-69,99 196.64564 8.585790
## 560 1.898993e-04          222   Oct 2015  55-69,99 196.64564 8.585790
## 561 1.867599e-04           65   Jan 2005  10-29,99  88.58743 9.129342
## 562 1.858544e-04           41   Jan 2010  10-29,99  66.70343 8.385924
## 563 1.855052e-04           91   Aug 2017  10-29,99  66.93249 8.925712
## 564 1.827030e-04          139   Aug 2006  10-29,99 115.07729 8.912216
## 565 1.804719e-04           95   Oct 2007  10-29,99 119.30049 8.727362
## 566 1.796156e-04          179   Oct 2014  30-40,99 153.98874 8.469022
## 567 1.796156e-04          179   Oct 2014  30-40,99 153.98874 8.469022
## 568 1.775237e-04          148   Apr 2013 70-249,99 173.10861 8.389838
## 569 1.769636e-04           93   Apr 2006  10-29,99 116.54396 8.912216
## 570 1.752117e-04          218   Jul 2006 70-249,99 194.57287 8.912216
## 571 1.743676e-04           84   Jul 2006  10-29,99 107.37063 8.912216
## 572 1.715573e-04          109   May 2014  10-29,99  84.55623 8.469022
## 573 1.715573e-04          109   May 2014  10-29,99  84.55623 8.469022
## 574 1.696230e-04           70   Feb 2017  10-29,99  46.98583 8.925712
## 575 1.675872e-04          179   Jul 2015 70-249,99 155.18167 8.585790
## 576 1.675872e-04          179   Jul 2015 70-249,99 155.18167 8.585790
## 577 1.631173e-04           69   Aug 2011  10-29,99  93.19329 8.347999
## 578 1.629226e-04          230   Oct 2012  41-54,99 254.17492 8.349309
## 579 1.625173e-04          200   Aug 2007  55-69,99 223.06004 8.727362
## 580 1.601978e-04           66   Jul 2010  10-29,99  89.86343 8.385924
## 581 1.591703e-04          117   Jan 2013 70-249,99 140.77527 8.389838
## 582 1.577681e-04           78   Oct 2011  10-29,99 101.79329 8.347999
## 583 1.575907e-04          186   Oct 2012  55-69,99 209.77604 8.349309
## 584 1.562629e-04          118   Jun 2012  30-40,99 141.67567 8.349309
## 585 1.530019e-04          118   Jan 2008  30-40,99 140.78287 8.576865
## 586 1.517605e-04          154   Mar 2013 70-249,99 177.21527 8.389838
## 587 1.505677e-04          168   Jul 2007 70-249,99 190.19607 8.727362
## 588 1.501744e-04          109   Apr 2013  10-29,99  85.90636 8.389838
## 589 1.481590e-04          162   Jul 2014  55-69,99 184.71578 8.469022
## 590 1.481590e-04          162   Jul 2014  55-69,99 184.71578 8.469022
## 591 1.475995e-04           64   Feb 2008  10-29,99  86.37703 8.576865
## 592 1.460433e-04          206   Sep 2007  55-69,99 227.86004 8.727362
## 593 1.438325e-04          228   Oct 2013  55-69,99 205.39924 8.389838
## 594 1.418182e-04          154   Sep 2013 70-249,99 176.44194 8.389838
## 595 1.389157e-04          176   Mar 2014  55-69,99 197.99578 8.469022
## 596 1.389157e-04          176   Mar 2014  55-69,99 197.99578 8.469022
## 597 1.364842e-04          167   May 2015  30-40,99 145.50527 8.585790
## 598 1.364842e-04          167   May 2015  30-40,99 145.50527 8.585790
## 599 1.363948e-04          211   Apr 2015  55-69,99 189.51231 8.585790
## 600 1.363948e-04          211   Apr 2015  55-69,99 189.51231 8.585790
## 601 1.350890e-04           99   May 2006  10-29,99 119.57063 8.912216
## 602 1.332092e-04          101   Apr 2005  10-29,99 120.92076 9.129342
## 603 1.330609e-04          209   May 2016  55-69,99 188.16218 8.738638
## 604 1.317544e-04          224   Oct 2014  41-54,99 245.42132 8.469022
## 605 1.317544e-04          224   Oct 2014  41-54,99 245.42132 8.469022
## 606 1.315346e-04           56   Feb 2010  10-29,99  77.62343 8.385924
## 607 1.310672e-04           76   May 2011  10-29,99  97.68663 8.347999
## 608 1.284776e-04          131   Jan 2015  30-40,99 110.14527 8.585790
## 609 1.284776e-04          131   Jan 2015  30-40,99 110.14527 8.585790
## 610 1.245127e-04           79   Jun 2016  10-29,99  58.84263 8.738638
## 611 1.237760e-04          156   Nov 2014 70-249,99 176.12669 8.726513
## 612 1.237760e-04          156   Nov 2014 70-249,99 176.12669 8.726513
## 613 1.169746e-04          205   Jun 2007 70-249,99 185.43607 8.727362
## 614 1.165071e-04          204   May 2006  30-40,99 184.89647 8.912216
## 615 1.161710e-04          209   Jul 2014  41-54,99 229.11465 8.469022
## 616 1.161710e-04          209   Jul 2014  41-54,99 229.11465 8.469022
## 617 1.122665e-04           99   Jan 2007  10-29,99  79.83383 8.727362
## 618 1.120022e-04          164   Nov 2016  30-40,99 145.49669 9.017232
## 619 1.111850e-04          108   Nov 2014  10-29,99  88.92444 8.726513
## 620 1.111850e-04          108   Nov 2014  10-29,99  88.92444 8.726513
## 621 1.102565e-04           84   Jul 2007  10-29,99 102.99383 8.727362
## 622 1.070526e-04           90   Aug 2016  10-29,99  71.30929 8.738638
## 623 1.069188e-04          191   Nov 2012  55-69,99 210.03759 8.580193
## 624 1.061421e-04          260   Oct 2015  41-54,99 241.04452 8.585790
## 625 1.061421e-04          260   Oct 2015  41-54,99 241.04452 8.585790
## 626 1.048757e-04          118   Jun 2013  30-40,99 137.29887 8.389838
## 627 1.043610e-04          202   Feb 2013  41-54,99 221.25145 8.389838
## 628 1.030907e-04          155   Sep 2017  30-40,99 137.05834 8.925712
## 629 9.900899e-05           85   Jun 2006  10-29,99 102.61063 8.912216
## 630 9.803462e-05          133   Jan 2014  30-40,99 114.52207 8.469022
## 631 9.803462e-05          133   Jan 2014  30-40,99 114.52207 8.469022
## 632 9.785731e-05          153   Aug 2013 70-249,99 171.64194 8.389838
## 633 9.762412e-05          139   Jan 2015  55-69,99 157.17898 8.585790
## 634 9.762412e-05          139   Jan 2015  55-69,99 157.17898 8.585790
## 635 9.716525e-05          187   May 2012  55-69,99 205.66938 8.349309
## 636 9.656113e-05          181   Mar 2008 70-249,99 199.09927 8.576865
## 637 9.641174e-05          107   May 2005  10-29,99 123.94743 9.129342
## 638 9.613480e-05          163   Jun 2008 70-249,99 181.05927 8.576865
## 639 9.557183e-05          151   Apr 2017  30-40,99 133.72500 8.925712
## 640 9.535894e-05          221   Feb 2017  41-54,99 203.74425 8.925712
## 641 9.359983e-05           44   Jan 2011  10-29,99  62.32663 8.347999
## 642 9.272988e-05          181   Feb 2008  55-69,99 198.73658 8.576865
## 643 9.237775e-05          134   Feb 2008  30-40,99 151.70287 8.576865
## 644 9.103465e-05          255   Sep 2007  41-54,99 272.25892 8.727362
## 645 9.058846e-05          189   Oct 2015 70-249,99 171.48834 8.585790
## 646 9.058846e-05          189   Oct 2015 70-249,99 171.48834 8.585790
## 647 8.919073e-05          129   Feb 2017  30-40,99 112.31167 8.925712
## 648 8.647883e-05          214   Jan 2016  41-54,99 197.20105 8.738638
## 649 8.415830e-05          233   Sep 2012  41-54,99 250.37492 8.349309
## 650 8.376103e-05           77   Jun 2008  10-29,99  93.85703 8.576865
## 651 8.371115e-05          163   Oct 2013 70-249,99 180.24194 8.389838
## 652 8.330496e-05          202   Apr 2005  30-40,99 186.24660 9.129342
## 653 8.220562e-05           82   Dec 2011  10-29,99  98.72627 8.563781
## 654 8.150311e-05           73   Mar 2013  10-29,99  90.01303 8.389838
## 655 8.066435e-05          107   Feb 2007  10-29,99  90.75383 8.727362
## 656 7.637587e-05          147   Jun 2012 70-249,99 163.55207 8.349309
## 657 7.596060e-05          151   Aug 2014 70-249,99 167.26514 8.469022
## 658 7.596060e-05          151   Aug 2014 70-249,99 167.26514 8.469022
## 659 7.500802e-05          137   Feb 2015  30-40,99 121.06527 8.585790
## 660 7.500802e-05          137   Feb 2015  30-40,99 121.06527 8.585790
## 661 7.417166e-05          177   Sep 2015  55-69,99 192.84564 8.585790
## 662 7.417166e-05          177   Sep 2015  55-69,99 192.84564 8.585790
## 663 7.415664e-05           77   May 2012  10-29,99  93.30983 8.349309
## 664 7.402772e-05          226   May 2005 70-249,99 211.14967 9.129342
## 665 7.303613e-05          252   Aug 2007  41-54,99 267.45892 8.727362
## 666 7.266541e-05          231   Jun 2016  41-54,99 215.60105 8.738638
## 667 7.168585e-05          186   Jan 2015  41-54,99 201.57785 8.585790
## 668 7.168585e-05          186   Jan 2015  41-54,99 201.57785 8.585790
## 669 7.154421e-05          158   Feb 2008 70-249,99 173.57927 8.576865
## 670 6.896339e-05          288   Apr 2006  41-54,99 273.30239 8.912216
## 671 6.799526e-05          130   Aug 2014  30-40,99 145.38874 8.469022
## 672 6.799526e-05          130   Aug 2014  30-40,99 145.38874 8.469022
## 673 6.658368e-05           79   Jul 2009  10-29,99  94.24023 8.462559
## 674 6.578979e-05          100   Sep 2014  10-29,99  84.86289 8.469022
## 675 6.578979e-05          100   Sep 2014  10-29,99  84.86289 8.469022
## 676 6.554084e-05          257   Dec 2014  41-54,99 242.35430 8.726513
## 677 6.554084e-05          257   Dec 2014  41-54,99 242.35430 8.726513
## 678 6.519137e-05           86   Sep 2017  10-29,99  71.73249 8.925712
## 679 6.506895e-05          138   Nov 2006  10-29,99 123.93884 9.043198
## 680 6.470623e-05          203   Sep 2016  55-69,99 188.46884 8.738638
## 681 6.360620e-05           84   Apr 2010  10-29,99  99.03676 8.385924
## 682 6.349606e-05          195   Jul 2015  55-69,99 180.33898 8.585790
## 683 6.349606e-05          195   Jul 2015  55-69,99 180.33898 8.585790
## 684 6.188925e-05          162   Feb 2014 70-249,99 147.31847 8.469022
## 685 6.188925e-05          162   Feb 2014 70-249,99 147.31847 8.469022
## 686 6.176775e-05           90   May 2016  10-29,99  75.80263 8.738638
## 687 6.123063e-05          171   Apr 2016  55-69,99 185.13551 8.738638
## 688 6.111142e-05          141   Dec 2013  30-40,99 155.29851 8.634675
## 689 6.076102e-05           73   Jul 2017  10-29,99  59.22583 8.925712
## 690 5.926041e-05           79   Feb 2013  10-29,99  64.49303 8.389838
## 691 5.907181e-05          184   Aug 2007 70-249,99 197.90274 8.727362
## 692 5.875173e-05          199   Mar 2005 70-249,99 212.22967 9.129342
## 693 5.687219e-05           76   Apr 2012  10-29,99  90.28316 8.349309
## 694 5.503193e-05           72   Jan 2012  10-29,99  57.94983 8.349309
## 695 5.500283e-05           77   Jul 2016  10-29,99  63.60263 8.738638
## 696 5.472768e-05          156   Jul 2013  30-40,99 142.05887 8.389838
## 697 5.435172e-05          158   May 2014 70-249,99 171.75847 8.469022
## 698 5.435172e-05          158   May 2014 70-249,99 171.75847 8.469022
## 699 5.422396e-05          174   Feb 2005 70-249,99 186.70967 9.129342
## 700 5.419041e-05          145   Sep 2012  30-40,99 158.94234 8.349309
## 701 5.381757e-05          173   Jun 2013 70-249,99 159.17527 8.389838
## 702 5.329206e-05           93   Nov 2010  10-29,99 106.43164 8.585657
## 703 5.211875e-05          263   Oct 2007  41-54,99 276.05892 8.727362
## 704 4.916619e-05          181   Feb 2015  55-69,99 168.09898 8.585790
## 705 4.916619e-05          181   Feb 2015  55-69,99 168.09898 8.585790
## 706 4.833131e-05          132   Jan 2013  30-40,99 118.89887 8.389838
## 707 4.764793e-05          137   May 2014  30-40,99 149.88207 8.469022
## 708 4.764793e-05          137   May 2014  30-40,99 149.88207 8.469022
## 709 4.729787e-05          106   Oct 2013  10-29,99  93.03969 8.389838
## 710 4.605828e-05          209   Nov 2015  55-69,99 196.90719 8.854546
## 711 4.605828e-05          209   Nov 2015  55-69,99 196.90719 8.854546
## 712 4.584662e-05          118   Jan 2016  30-40,99 105.76847 8.738638
## 713 4.562725e-05          242   Nov 2012  41-54,99 254.43647 8.580193
## 714 4.526364e-05          150   Oct 2012  30-40,99 162.74234 8.349309
## 715 4.498633e-05          220   Nov 2007  55-69,99 231.92159 8.875706
## 716 4.430703e-05          165   Dec 2013 70-249,99 177.17492 8.634675
## 717 4.295288e-05          155   Feb 2015 70-249,99 142.94167 8.585790
## 718 4.295288e-05          155   Feb 2015 70-249,99 142.94167 8.585790
## 719 4.204336e-05          152   Jul 2008  30-40,99 163.94287 8.576865
## 720 4.082244e-05          249   Sep 2015  41-54,99 237.24452 8.585790
## 721 4.082244e-05          249   Sep 2015  41-54,99 237.24452 8.585790
## 722 4.054913e-05           72   Feb 2014  10-29,99  60.11623 8.469022
## 723 4.054913e-05           72   Feb 2014  10-29,99  60.11623 8.469022
## 724 3.955821e-05          165   Feb 2013  55-69,99 176.85258 8.389838
## 725 3.920925e-05          128   Feb 2016  30-40,99 116.68847 8.738638
## 726 3.866197e-05          170   Nov 2013  30-40,99 158.62709 8.634675
## 727 3.860505e-05           84   Apr 2016  10-29,99  72.77596 8.738638
## 728 3.645703e-05          180   Apr 2014 70-249,99 168.73181 8.469022
## 729 3.645703e-05          180   Apr 2014 70-249,99 168.73181 8.469022
## 730 3.572088e-05          152   Nov 2012  30-40,99 163.00389 8.580193
## 731 3.566166e-05          158   Apr 2014  30-40,99 146.85540 8.469022
## 732 3.566166e-05          158   Apr 2014  30-40,99 146.85540 8.469022
## 733 3.493240e-05           92   Mar 2010  10-29,99 103.14343 8.385924
## 734 3.486642e-05          100   Aug 2012  10-29,99  88.81649 8.349309
## 735 3.486172e-05          179   Jul 2007  30-40,99 168.31967 8.727362
## 736 3.469645e-05          175   Feb 2005  30-40,99 164.83327 9.129342
## 737 3.451013e-05          174   Oct 2007  30-40,99 184.62634 8.727362
## 738 3.433201e-05          183   Sep 2014 70-249,99 172.06514 8.469022
## 739 3.433201e-05          183   Sep 2014 70-249,99 172.06514 8.469022
## 740 3.425174e-05          122   Jun 2014  30-40,99 132.92207 8.469022
## 741 3.425174e-05          122   Jun 2014  30-40,99 132.92207 8.469022
## 742 3.407793e-05           92   Mar 2015  10-29,99  81.25943 8.585790
## 743 3.407793e-05           92   Mar 2015  10-29,99  81.25943 8.585790
## 744 3.404533e-05          183   Apr 2014  55-69,99 193.88911 8.469022
## 745 3.404533e-05          183   Apr 2014  55-69,99 193.88911 8.469022
## 746 3.384661e-05          165   Aug 2012 70-249,99 176.01874 8.349309
## 747 3.384088e-05           70   Nov 2016  10-29,99  80.17084 9.017232
## 748 3.375366e-05           87   Dec 2016  10-29,99  76.84227 9.017232
## 749 3.371405e-05          266   Nov 2007  41-54,99 276.32047 8.875706
## 750 3.365551e-05          155   Jan 2013  55-69,99 165.93258 8.389838
## 751 3.229405e-05          253   Mar 2014  41-54,99 242.39465 8.469022
## 752 3.229405e-05          253   Mar 2014  41-54,99 242.39465 8.469022
## 753 3.228821e-05          139   Jun 2015  30-40,99 128.54527 8.585790
## 754 3.228821e-05          139   Jun 2015  30-40,99 128.54527 8.585790
## 755 3.100880e-05          214   Mar 2008  55-69,99 224.25658 8.576865
## 756 3.036413e-05          157   May 2010  30-40,99 167.38927 8.385924
## 757 2.983041e-05          191   May 2013  55-69,99 201.29258 8.389838
## 758 2.967604e-05          188   Apr 2013  55-69,99 198.26591 8.389838
## 759 2.962020e-05          134   Jun 2016  30-40,99 124.16847 8.738638
## 760 2.893377e-05          113   Dec 2010  10-29,99 103.10307 8.585657
## 761 2.875856e-05          101   Aug 2007  10-29,99 110.70049 8.727362
## 762 2.868238e-05          179   Jul 2013  55-69,99 189.09258 8.389838
## 763 2.735011e-05          190   Apr 2017  55-69,99 180.75871 8.925712
## 764 2.727980e-05          148   Feb 2016 70-249,99 138.56487 8.738638
## 765 2.661248e-05          191   Apr 2006  30-40,99 181.86980 8.912216
## 766 2.594687e-05          192   Sep 2013  55-69,99 201.59924 8.389838
## 767 2.452524e-05          172   Aug 2015 70-249,99 162.88834 8.585790
## 768 2.452524e-05          172   Aug 2015 70-249,99 162.88834 8.585790
## 769 2.400058e-05          142   Apr 2013  30-40,99 151.23220 8.389838
## 770 2.384406e-05          121   Apr 2007  10-29,99 112.16716 8.727362
## 771 2.382370e-05          232   Aug 2013  41-54,99 241.19812 8.389838
## 772 2.354161e-05          154   Oct 2016  30-40,99 145.23514 8.738638
## 773 2.214910e-05          200   Apr 2005 70-249,99 208.12301 9.129342
## 774 2.180227e-05          188   Aug 2013  55-69,99 196.79924 8.389838
## 775 2.164309e-05          129   Jul 2014  30-40,99 137.68207 8.469022
## 776 2.164309e-05          129   Jul 2014  30-40,99 137.68207 8.469022
## 777 2.071967e-05           90   Jun 2007  10-29,99  98.23383 8.727362
## 778 1.966600e-05          253   Jan 2005  41-54,99 245.34585 9.129342
## 779 1.917477e-05          143   Dec 2014  30-40,99 150.92171 8.726513
## 780 1.917477e-05          143   Dec 2014  30-40,99 150.92171 8.726513
## 781 1.702906e-05          180   Jul 2006  30-40,99 172.69647 8.912216
## 782 1.614012e-05          148   Apr 2012  30-40,99 155.60900 8.349309
## 783 1.540724e-05           87   Oct 2016  10-29,99  79.90929 8.738638
## 784 1.506466e-05          102   Feb 2006  10-29,99  95.13063 8.912216
## 785 1.492714e-05          166   Apr 2008  30-40,99 173.11620 8.576865
## 786 1.489093e-05          162   Jun 2014 70-249,99 154.79847 8.469022
## 787 1.489093e-05          162   Jun 2014 70-249,99 154.79847 8.469022
## 788 1.442554e-05          148   Aug 2015  30-40,99 141.01194 8.585790
## 789 1.442554e-05          148   Aug 2015  30-40,99 141.01194 8.585790
## 790 1.417887e-05          146   Jan 2016  55-69,99 152.80218 8.738638
## 791 1.374232e-05           87   May 2015  10-29,99  80.17943 8.585790
## 792 1.374232e-05           87   May 2015  10-29,99  80.17943 8.585790
## 793 1.329340e-05           79   Dec 2014  10-29,99  85.59587 8.726513
## 794 1.329340e-05           79   Dec 2014  10-29,99  85.59587 8.726513
## 795 1.262257e-05          145   Feb 2013 70-249,99 151.69527 8.389838
## 796 1.138834e-05          158   Apr 2010  30-40,99 164.36260 8.385924
## 797 1.109618e-05          237   Feb 2008  41-54,99 243.13545 8.576865
## 798 1.075838e-05          136   Feb 2013  30-40,99 129.81887 8.389838
## 799 1.054779e-05          256   Nov 2013  41-54,99 250.05967 8.634675
## 800 1.046765e-05          157   Mar 2014  30-40,99 150.96207 8.469022
## 801 1.046765e-05          157   Mar 2014  30-40,99 150.96207 8.469022
## 802 1.002094e-05          122   Mar 2007  10-29,99 116.27383 8.727362
## 803 9.693278e-06           79   Nov 2015  10-29,99  84.54764 8.854546
## 804 9.693278e-06           79   Nov 2015  10-29,99  84.54764 8.854546
## 805 9.281238e-06          160   May 2013  30-40,99 154.25887 8.389838
## 806 8.787902e-06          133   Jan 2016 70-249,99 127.64487 8.738638
## 807 8.553580e-06          199   Mar 2015  55-69,99 193.61898 8.585790
## 808 8.553580e-06          199   Mar 2015  55-69,99 193.61898 8.585790
## 809 8.491524e-06          228   Jul 2013  41-54,99 233.49145 8.389838
## 810 8.400324e-06           88   Nov 2013  10-29,99  93.30124 8.634675
## 811 8.316192e-06          160   Sep 2013  30-40,99 154.56554 8.389838
## 812 8.254444e-06           79   Oct 2015  10-29,99  84.28609 8.585790
## 813 8.254444e-06           79   Oct 2015  10-29,99  84.28609 8.585790
## 814 7.898879e-06          218   May 2008  55-69,99 223.17658 8.576865
## 815 7.594213e-06          115   Sep 2006  10-29,99 119.87729 8.912216
## 816 7.542568e-06          222   Feb 2014  41-54,99 216.87465 8.469022
## 817 7.542568e-06          222   Feb 2014  41-54,99 216.87465 8.469022
## 818 7.371777e-06          149   Aug 2012  30-40,99 154.14234 8.349309
## 819 7.229501e-06           94   May 2013  10-29,99  88.93303 8.389838
## 820 7.059571e-06          120   May 2007  10-29,99 115.19383 8.727362
## 821 6.840028e-06          141   Sep 2015  30-40,99 145.81194 8.585790
## 822 6.840028e-06          141   Sep 2015  30-40,99 145.81194 8.585790
## 823 6.666530e-06           86   Jul 2012  10-29,99  81.10983 8.349309
## 824 6.394911e-06          145   Aug 2013  30-40,99 149.76554 8.389838
## 825 5.959333e-06          157   Jan 2014  55-69,99 161.55578 8.469022
## 826 5.959333e-06          157   Jan 2014  55-69,99 161.55578 8.469022
## 827 5.941221e-06           89   Sep 2012  10-29,99  93.61649 8.349309
## 828 5.607760e-06          197   Nov 2014  55-69,99 201.28399 8.726513
## 829 5.607760e-06          197   Nov 2014  55-69,99 201.28399 8.726513
## 830 5.337131e-06          103   Jun 2005  10-29,99 106.98743 9.129342
## 831 5.096353e-06          119   Jan 2012  30-40,99 123.27567 8.349309
## 832 4.998480e-06          202   Dec 2014  55-69,99 197.95542 8.726513
## 833 4.998480e-06          202   Dec 2014  55-69,99 197.95542 8.726513
## 834 4.972538e-06          177   Mar 2014 70-249,99 172.83847 8.469022
## 835 4.972538e-06          177   Mar 2014 70-249,99 172.83847 8.469022
## 836 4.848132e-06           94   Dec 2013  10-29,99  89.97267 8.634675
## 837 4.777843e-06          128   Jan 2015 70-249,99 132.02167 8.585790
## 838 4.777843e-06          128   Jan 2015 70-249,99 132.02167 8.585790
## 839 4.170719e-06          154   Sep 2014  30-40,99 150.18874 8.469022
## 840 4.170719e-06          154   Sep 2014  30-40,99 150.18874 8.469022
## 841 3.852310e-06           85   Oct 2014  10-29,99  88.66289 8.469022
## 842 3.852310e-06           85   Oct 2014  10-29,99  88.66289 8.469022
## 843 3.783869e-06          172   Jun 2015  55-69,99 175.57898 8.585790
## 844 3.783869e-06          172   Jun 2015  55-69,99 175.57898 8.585790
## 845 3.719562e-06          162   Oct 2013  30-40,99 158.36554 8.389838
## 846 3.541664e-06          150   Jul 2012  30-40,99 146.43567 8.349309
## 847 3.468779e-06          169   Feb 2014  55-69,99 172.47578 8.469022
## 848 3.468779e-06          169   Feb 2014  55-69,99 172.47578 8.469022
## 849 3.132578e-06          176   Dec 2014 70-249,99 172.79812 8.726513
## 850 3.132578e-06          176   Dec 2014 70-249,99 172.79812 8.726513
## 851 2.752808e-06          165   Jun 2006  30-40,99 167.93647 8.912216
## 852 2.533814e-06          109   Jul 2005  10-29,99 111.74743 9.129342
## 853 2.295951e-06           66   Feb 2012  10-29,99  68.86983 8.349309
## 854 2.288321e-06          121   Oct 2006  10-29,99 123.67729 8.912216
## 855 2.162505e-06          229   Oct 2007  55-69,99 231.66004 8.727362
## 856 1.995438e-06           83   Mar 2014  10-29,99  85.63623 8.469022
## 857 1.995438e-06           83   Mar 2014  10-29,99  85.63623 8.469022
## 858 1.845844e-06           87   Aug 2013  10-29,99  84.43969 8.389838
## 859 1.635601e-06          208   Nov 2013  55-69,99 205.66079 8.634675
## 860 1.590516e-06          100   Nov 2012  10-29,99  97.67804 8.580193
## 861 1.578578e-06          170   Sep 2015 70-249,99 167.68834 8.585790
## 862 1.578578e-06          170   Sep 2015 70-249,99 167.68834 8.585790
## 863 1.547274e-06          152   Nov 2014  30-40,99 154.25029 8.726513
## 864 1.547274e-06          152   Nov 2014  30-40,99 154.25029 8.726513
## 865 1.179837e-06          174   Jul 2016  55-69,99 175.96218 8.738638
## 866 1.170371e-06          193   Apr 2008 70-249,99 194.99261 8.576865
## 867 1.054619e-06          162   Jul 2013 70-249,99 163.93527 8.389838
## 868 8.697602e-07           97   Mar 2011  10-29,99  98.76663 8.347999
## 869 8.533564e-07          119   Dec 2006  10-29,99 120.61027 9.043198
## 870 7.517313e-07          145   Dec 2015  30-40,99 146.54491 8.854546
## 871 7.517313e-07          145   Dec 2015  30-40,99 146.54491 8.854546
## 872 7.017734e-07           77   Jan 2008  10-29,99  75.45703 8.576865
## 873 6.968979e-07          127   Feb 2014  30-40,99 125.44207 8.469022
## 874 6.968979e-07          127   Feb 2014  30-40,99 125.44207 8.469022
## 875 6.901563e-07          205   Oct 2007 70-249,99 206.50274 8.727362
## 876 5.615408e-07          135   Jan 2014 70-249,99 136.39847 8.469022
## 877 5.615408e-07          135   Jan 2014 70-249,99 136.39847 8.469022
## 878 5.593457e-07           96   Oct 2012  10-29,99  97.41649 8.349309
## 879 4.290723e-07          196   Sep 2014  55-69,99 197.22244 8.469022
## 880 4.290723e-07          196   Sep 2014  55-69,99 197.22244 8.469022
## 881 3.964297e-07          155   Jan 2005  30-40,99 153.91327 9.129342
## 882 3.629210e-07          175   May 2013 70-249,99 176.13527 8.389838
## 883 2.690540e-07          189   Aug 2015  55-69,99 188.04564 8.585790
## 884 2.690540e-07          189   Aug 2015  55-69,99 188.04564 8.585790
## 885 2.130146e-07          221   Apr 2008  55-69,99 220.14991 8.576865
## 886 1.809204e-07          257   Feb 2005  41-54,99 256.26585 9.129342
## 887 1.346285e-07          245   May 2013  41-54,99 245.69145 8.389838
## 888 1.178446e-07           77   Jun 2012  10-29,99  76.34983 8.349309
## 889 1.135740e-09           80   Aug 2014  10-29,99  80.06289 8.469022
## 890 1.135740e-09           80   Aug 2014  10-29,99  80.06289 8.469022
##           .resid       .hat   .sigma  .std.resid
## 1    244.9259292 0.02187882 61.96100  3.96302459
## 2    227.1874796 0.02134301 62.04045  3.67500113
## 3    220.3248056 0.02187882 62.06920  3.56496605
## 4    219.6533770 0.02187882 62.07199  3.55410200
## 5    215.7874796 0.02134301 62.08812  3.49059391
## 6    206.3863560 0.02134301 62.12556  3.33852065
## 7    206.0309463 0.02033987 62.12736  3.33106475
## 8    197.6530227 0.02134301 62.15883  3.19724962
## 9    197.3027292 0.02094212 62.16029  3.19092976
## 10   189.2545006 0.02187882 62.18927  3.06223290
## 11   190.9874796 0.02134301 62.18325  3.08942731
## 12   195.5642797 0.02033987 62.16694  3.16184190
## 13   189.1863560 0.02134301 62.18970  3.06029220
## 14   184.9631561 0.02033987 62.20491  2.99044517
## 15   183.9677464 0.01950485 62.20864  2.97308481
## 16   170.5863560 0.02134301 62.25271  2.75941725
## 17   161.6930227 0.02134301 62.28052  2.61555805
## 18  -169.2786536 0.01833919 62.25772 -2.73407109
## 19   155.8930227 0.02134301 62.29784  2.52173683
## 20   153.4941463 0.02134301 62.30482  2.48293243
## 21  -158.9436707 0.01957311 62.28924 -2.56876258
## 22   154.1642797 0.02033987 62.30311  2.49249546
## 23   151.6313006 0.02094212 62.31025  2.45229669
## 24   153.4298227 0.02033987 62.30523  2.48062091
## 25  -159.1986536 0.01833919 62.28877 -2.57126594
## 26   144.2541463 0.02134301 62.33069  2.33346552
## 27   151.0744130 0.01950485 62.31215  2.44149886
## 28  -153.7586536 0.01833919 62.30474 -2.48340285
## 29   140.6200639 0.02134301 62.34042  2.27468034
## 30  -148.1719869 0.01833919 62.32055 -2.39317089
## 31  -147.8386536 0.01833919 62.32147 -2.38778712
## 32   142.0477464 0.01950485 62.33698  2.29561978
## 33  -146.2386536 0.01833919 62.32588 -2.36194504
## 34   132.6870849 0.02187882 62.36070  2.14694370
## 35   136.5909463 0.02033987 62.35109  2.20837352
## 36  -142.7997772 0.01833919 62.33520 -2.30640270
## 37  -141.7053202 0.01833919 62.33812 -2.28872579
## 38   130.7016056 0.02094212 62.36577  2.11380575
## 39   130.0301770 0.02094212 62.36741  2.10294690
## 40   126.8106804 0.02187882 62.37503  2.05186052
## 41   130.3090800 0.02040151 62.36682  2.10687593
## 42   132.3666228 0.01950485 62.36190  2.13916408
## 43   127.1346231 0.02040151 62.37449  2.05555036
## 44   122.4821090 0.02187882 62.38517  1.98182206
## 45   129.4877464 0.01950485 62.36897  2.09263884
## 46   123.2941463 0.02134301 62.38338  1.99441504
## 47  -128.6150993 0.01957311 62.37107 -2.07860844
## 48   126.5786807 0.02007748 62.37586  2.04622333
## 49   126.5786807 0.02007748 62.37586  2.04622333
## 50  -124.2909200 0.02040151 62.38120 -2.00957253
## 51  -130.8797772 0.01833919 62.36576 -2.11387915
## 52  -124.2162229 0.01957311 62.38150 -2.00751615
## 53   118.7353135 0.02094212 62.39379  1.92027777
## 54   118.3642797 0.02033987 62.39470  1.91368863
## 55   112.6130227 0.02134301 62.40704  1.82163641
## 56   112.4200639 0.02134301 62.40745  1.81851510
## 57   112.2200639 0.02134301 62.40787  1.81527988
## 58   113.5098227 0.02033987 62.40526  1.83520280
## 59   110.7357467 0.02040151 62.41109  1.79040846
## 60   110.7631561 0.02033987 62.41104  1.79079527
## 61  -115.7224738 0.01833919 62.40076 -1.86906892
## 62  -115.4397772 0.01833919 62.40137 -1.86450300
## 63   107.9554807 0.02082204 62.41674  1.74583106
## 64  -116.3285202 0.01800854 62.39948 -1.87854102
## 65   107.1874804 0.02094212 62.41828  1.73351744
## 66  -114.8460693 0.01833919 62.40265 -1.85491385
## 67  -110.1825150 0.01957311 62.41233 -1.78071087
## 68   109.4466228 0.01950485 62.41385  1.76875620
## 69  -110.1679943 0.01914079 62.41241 -1.78008377
## 70   105.6309463 0.02033987 62.42145  1.70781879
## 71   103.8589090 0.02094212 62.42487  1.67968525
## 72  -111.4450535 0.01784602 62.40991 -1.79953104
## 73   103.7319265 0.02040151 62.42517  1.67716861
## 74  -110.6218535 0.01800854 62.41160 -1.78638643
## 75  -109.9285202 0.01800854 62.41303 -1.77519008
## 76   105.4077464 0.01950485 62.42198  1.70348431
## 77  -110.0850535 0.01784602 62.41273 -1.77757078
## 78  -109.3818535 0.01800854 62.41415 -1.76636218
## 79  -105.2382993 0.01914079 62.42235 -1.70043024
## 80  -108.0050535 0.01784602 62.41697 -1.74398450
## 81  -102.5447943 0.01957311 62.42755 -1.65727411
## 82   102.6039261 0.01950485 62.42744  1.65817204
## 83  -102.3874909 0.01957311 62.42785 -1.65473186
## 84  -105.5053202 0.01833919 62.42191 -1.70404856
## 85  -105.3597772 0.01833919 62.42220 -1.70169785
## 86  -106.5250535 0.01784602 62.41994 -1.72008657
## 87  -104.8397772 0.01833919 62.42322 -1.69329917
## 88    98.8652598 0.02040151 62.43442  1.59848290
## 89  -105.4183868 0.01784602 62.42214 -1.70221695
## 90    98.2919265 0.02040151 62.43548  1.58921307
## 91    95.7196894 0.02134301 62.44007  1.54836863
## 92    98.1204595 0.02033987 62.43580  1.58639083
## 93    97.9898227 0.02033987 62.43604  1.58427872
## 94    97.8119265 0.02040151 62.43636  1.58145229
## 95    97.3719265 0.02040151 62.43716  1.57433824
## 96  -101.1078992 0.01885258 62.43036 -1.63345166
## 97    94.7436594 0.02134301 62.44182  1.53258030
## 98  -103.4618535 0.01800854 62.42594 -1.67076256
## 99    95.7981774 0.02082204 62.43998  1.54922596
## 100 -101.7951869 0.01800854 62.42914 -1.64384825
## 101   97.4732894 0.01950485 62.43706  1.57525633
## 102 -101.7517202 0.01784602 62.42924 -1.64301037
## 103 -100.5296438 0.01800854 62.43154 -1.62341152
## 104  -99.9018535 0.01800854 62.43271 -1.61327360
## 105  -96.8614992 0.01887660 62.43823 -1.56486798
## 106  -98.3053202 0.01833919 62.43564 -1.58775917
## 107   93.8866228 0.01950485 62.44349  1.51729256
## 108  -89.8920436 0.02040151 62.45029 -1.45340127
## 109  -95.8218535 0.01800854 62.44018 -1.54738737
## 110  -92.5668707 0.01914079 62.44582 -1.49568652
## 111  -94.6424738 0.01833919 62.44225 -1.52859942
## 112   88.5631561 0.02033987 62.45252  1.43187037
## 113  -93.3064438 0.01833919 62.44460 -1.50702079
## 114  -93.2727360 0.01833919 62.44466 -1.50647637
## 115  -93.7723404 0.01800854 62.44381 -1.51429063
## 116  -92.7660693 0.01833919 62.44554 -1.49829304
## 117   84.3585134 0.02187882 62.45923  1.36496313
## 118   86.6671261 0.02033987 62.45563  1.40121576
## 119   85.6709463 0.02033987 62.45724  1.38510973
## 120  -89.0821203 0.01883796 62.45177 -1.43915811
## 121  -91.1261771 0.01784602 62.44840 -1.47143708
## 122   84.9968639 0.02033987 62.45832  1.37421131
## 123  -86.5110865 0.01957311 62.45594 -1.39814590
## 124  -89.1491405 0.01833919 62.45170 -1.43987492
## 125   84.4635306 0.02033987 62.45917  1.36558849
## 126   82.3208130 0.02134301 62.46245  1.33162744
## 127  -86.0589195 0.01957311 62.45667 -1.39083822
## 128  -90.1528438 0.01784602 62.45005 -1.45572042
## 129  -88.6061771 0.01784602 62.45264 -1.43074601
## 130  -87.3260693 0.01833919 62.45471 -1.41042994
## 131  -87.2024738 0.01833919 62.45491 -1.40843372
## 132  -86.9491405 0.01833919 62.45532 -1.40434205
## 133  -88.0461771 0.01784602 62.45356 -1.42170355
## 134   83.5069973 0.01950485 62.46073  1.34954844
## 135  -86.1064438 0.01833919 62.45668 -1.39073140
## 136  -87.2450535 0.01784602 62.45487 -1.40876761
## 137  -87.0195104 0.01784602 62.45524 -1.40512571
## 138   82.9551264 0.01955529 62.46159  1.34066419
## 139  -85.7394026 0.01833919 62.45727 -1.38480321
## 140   81.1871261 0.02033987 62.46425  1.31261628
## 141   82.9203306 0.01950485 62.46164  1.34006738
## 142   78.6867306 0.02134301 62.46794  1.27284225
## 143  -83.6821203 0.01883796 62.46050 -1.35191890
## 144  -83.5259405 0.01883796 62.46074 -1.34939575
## 145   80.9951264 0.01955529 62.46459  1.30898801
## 146  -84.3456738 0.01800854 62.45951 -1.36206330
## 147  -84.6861771 0.01784602 62.45899 -1.36744880
## 148  -84.2390071 0.01800854 62.45968 -1.36034078
## 149  -80.8394229 0.01914079 62.46486 -1.30619556
## 150   78.0652598 0.02040151 62.46891  1.26218232
## 151  -77.8583357 0.02040151 62.46921 -1.25883671
## 152  -82.8618535 0.01800854 62.46183 -1.33810170
## 153   77.5090800 0.02040151 62.46972  1.25318984
## 154  -80.8132706 0.01878053 62.46492 -1.30553325
## 155  -82.5029771 0.01800854 62.46239 -1.33230636
## 156  -80.4424738 0.01833919 62.46551 -1.29925090
## 157   77.8066228 0.01950485 62.46934  1.25742524
## 158  -81.0629771 0.01800854 62.46459 -1.30905239
## 159  -79.9986536 0.01833919 62.46617 -1.29208262
## 160  -79.6824738 0.01833919 62.46664 -1.28697590
## 161  -80.1285202 0.01800854 62.46600 -1.29396224
## 162   75.1109463 0.02033987 62.47315  1.21437789
## 163  -77.6495360 0.01883796 62.46961 -1.25446003
## 164  -78.6158071 0.01833919 62.46822 -1.26974785
## 165  -78.8461771 0.01784602 62.46791 -1.27314886
## 166  -78.5517202 0.01784602 62.46835 -1.26839419
## 167  -75.7090228 0.01885258 62.47239 -1.22311936
## 168  -77.6888737 0.01784602 62.46961 -1.25446160
## 169  -75.4495360 0.01883796 62.47276 -1.21891813
## 170  -74.6821195 0.01914079 62.47382 -1.20670645
## 171  -76.9829771 0.01800854 62.47062 -1.24316617
## 172   72.0157467 0.02040151 62.47742  1.16437199
## 173  -76.9688737 0.01784602 62.47065 -1.24283558
## 174   71.7968639 0.02033987 62.47771  1.16079651
## 175  -73.1852438 0.01957311 62.47587 -1.18278076
## 176   71.5719265 0.02040151 62.47801  1.15719617
## 177   69.5436594 0.02134301 62.48065  1.12494327
## 178  -75.4629771 0.01800854 62.47278 -1.21862032
## 179  -74.7491405 0.01833919 62.47377 -1.20729614
## 180  -75.0656738 0.01800854 62.47334 -1.21220443
## 181  -73.2832439 0.01883796 62.47577 -1.18392080
## 182  -74.9296438 0.01800854 62.47353 -1.21000774
## 183   70.0298227 0.02033987 62.48006  1.13222736
## 184   68.2141463 0.02134301 62.48237  1.10343697
## 185  -72.4832439 0.01883796 62.47686 -1.17099647
## 186  -73.4135599 0.01833919 62.47562 -1.18572477
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## 251   57.3493733 0.02033987 62.49519  0.92721253
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## 274   56.3311564 0.01955529 62.49630  0.91038574
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## 279  -57.8682535 0.01785163 62.49471 -0.93441577
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## 285   54.5239261 0.01950485 62.49817  0.88115585
## 286  -54.8057150 0.01914079 62.49790 -0.88554543
## 287   53.0698227 0.02033987 62.49962  0.85802167
## 288  -56.4854070 0.01785163 62.49619 -0.91208654
## 289   53.0225009 0.02007748 62.49967  0.85714180
## 290   53.0225009 0.02007748 62.49967  0.85714180
## 291  -54.3053195 0.01887660 62.49841 -0.87734194
## 292  -54.1259405 0.01883796 62.49860 -0.87442672
## 293   51.6546231 0.02040151 62.50100  0.83516729
## 294   51.0707295 0.02082204 62.50155  0.82590402
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## 296  -53.3806864 0.01878053 62.49935 -0.86236160
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## 299   51.9639261 0.01950485 62.50073  0.83978394
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## 363   45.4704402 0.01836721 62.50667  0.73441741
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## 393   41.5383264 0.01887719 62.50986  0.67108208
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## 423  -39.2879867 0.01836721 62.51156 -0.63456130
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## 430   36.6939295 0.02007748 62.51338  0.59318026
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## 449   34.1265138 0.02007748 62.51509  0.55167638
## 450   35.1805736 0.01887719 62.51442  0.56836793
## 451   35.1805736 0.01887719 62.51442  0.56836793
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## 453  -36.1191359 0.01784602 62.51380 -0.58322468
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## 456  -35.3146534 0.01836721 62.51433 -0.57038586
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## 461   34.0888133 0.01887719 62.51512  0.55072974
## 462   34.0221466 0.01887719 62.51517  0.54965269
## 463   34.0221466 0.01887719 62.51517  0.54965269
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## 468   34.1348597 0.01836721 62.51510  0.55133038
## 469  -34.1700932 0.01800854 62.51508 -0.55179866
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## 471   32.5573736 0.01955529 62.51607  0.52617007
## 472   32.4066228 0.01950485 62.51616  0.52372027
## 473  -33.8187404 0.01785163 62.51531 -0.54608118
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## 477   31.3985931 0.02040151 62.51676  0.50766178
## 478  -32.6554536 0.01883796 62.51602 -0.52756222
## 479   32.5213976 0.01887719 62.51610  0.52540699
## 480   32.5213976 0.01887719 62.51610  0.52540699
## 481   32.5139069 0.01887719 62.51610  0.52528598
## 482   32.5139069 0.01887719 62.51610  0.52528598
## 483  -33.0002266 0.01833919 62.51581 -0.53299671
## 484   31.2537928 0.02033987 62.51684  0.50530471
## 485  -31.6828705 0.01950106 62.51660 -0.51202279
## 486  -31.6828705 0.01950106 62.51660 -0.51202279
## 487  -32.9932932 0.01784602 62.51582 -0.53275092
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## 489   30.4483310 0.02040151 62.51731  0.49229766
## 490   32.4269735 0.01802535 62.51616  0.52365423
## 491  -32.5749201 0.01785163 62.51608 -0.52599685
## 492   29.6467306 0.02134301 62.51775  0.47956766
## 493   30.8715309 0.01955529 62.51707  0.49892463
## 494  -32.3120737 0.01785163 62.51624 -0.52175259
## 495   30.7578231 0.01955529 62.51714  0.49708696
## 496   31.6437736 0.01836721 62.51663  0.51109552
## 497   31.6437736 0.01836721 62.51663  0.51109552
## 498  -31.9492693 0.01800854 62.51645 -0.51593550
## 499   29.0530227 0.02134301 62.51808  0.46996380
## 500  -31.6356692 0.01785163 62.51664 -0.51083049
## 501   29.5435306 0.02033987 62.51781  0.47765355
## 502  -29.5620438 0.02017356 62.51781 -0.47791230
## 503  -30.3236933 0.01883796 62.51739 -0.48989168
## 504  -31.1760437 0.01785163 62.51691 -0.50340878
## 505   29.7311564 0.01955529 62.51772  0.48049468
## 506  -31.0524692 0.01784602 62.51698 -0.50141196
## 507   29.9821466 0.01887719 62.51758  0.48438353
## 508   29.9821466 0.01887719 62.51758  0.48438353
## 509  -28.8878865 0.02017356 62.51817 -0.46701360
## 510  -29.8165772 0.01883796 62.51768 -0.48169901
## 511  -30.3725770 0.01802535 62.51737 -0.49047835
## 512   29.4147309 0.01887719 62.51790  0.47521652
## 513   29.4147309 0.01887719 62.51790  0.47521652
## 514   27.0129276 0.02187882 62.51914  0.43708274
## 515   29.4415264 0.01836721 62.51789  0.47552585
## 516   29.4415264 0.01836721 62.51789  0.47552585
## 517  -28.8802908 0.01885258 62.51819 -0.46657640
## 518  -27.5324930 0.02040151 62.51889 -0.44515353
## 519   29.0453466 0.01836721 62.51810  0.46912694
## 520   29.0453466 0.01836721 62.51810  0.46912694
## 521   27.8907070 0.01955529 62.51871  0.45075059
## 522  -29.2466265 0.01784602 62.51800 -0.47225256
## 523  -29.1034266 0.01800854 62.51807 -0.46997916
## 524  -29.1082535 0.01785163 62.51807 -0.47001956
## 525   28.2621466 0.01887719 62.51852  0.45659567
## 526   28.2621466 0.01887719 62.51852  0.45659567
## 527   28.0621466 0.01887719 62.51862  0.45336453
## 528   28.0621466 0.01887719 62.51862  0.45336453
## 529  -28.3898265 0.01785163 62.51846 -0.45841891
## 530   28.2018799 0.01802535 62.51856  0.45542436
## 531  -28.0720737 0.01785163 62.51863 -0.45328806
## 532  -28.0682535 0.01785163 62.51863 -0.45322637
## 533   27.2605736 0.01887719 62.51904  0.44041453
## 534   27.2605736 0.01887719 62.51904  0.44041453
## 535  -27.4224437 0.01836721 62.51896 -0.44291456
## 536  -27.4224437 0.01836721 62.51896 -0.44291456
## 537  -26.5004933 0.01950485 62.51942 -0.42827189
## 538  -27.5191359 0.01784602 62.51891 -0.44435834
## 539   27.2669735 0.01802535 62.51904  0.44032682
## 540   25.7809279 0.02007748 62.51976  0.41676478
## 541   25.7809279 0.02007748 62.51976  0.41676478
## 542   26.9775563 0.01836721 62.51919  0.43572895
## 543   26.9775563 0.01836721 62.51919  0.43572895
## 544  -26.0263360 0.01950485 62.51965 -0.42060908
## 545  -27.1955404 0.01784602 62.51908 -0.43913316
## 546  -26.3494722 0.01885258 62.51950 -0.42568968
## 547   25.2271261 0.02033987 62.52003  0.40786684
## 548   25.6884598 0.01955529 62.51981  0.41515937
## 549   26.3786799 0.01836721 62.51948  0.42605617
## 550   26.3786799 0.01836721 62.51948  0.42605617
## 551  -26.0521149 0.01878053 62.51964 -0.42087026
## 552   25.4403306 0.01950485 62.51993  0.41113870
## 553  -26.4292693 0.01800854 62.51946 -0.42679531
## 554  -25.7903600 0.01883796 62.51977 -0.41665382
## 555  -24.7347402 0.02040151 62.52026 -0.39991863
## 556  -26.3700932 0.01800854 62.51949 -0.42583970
## 557   25.1173736 0.01955529 62.52008  0.40592987
## 558  -25.5487869 0.01883796 62.51988 -0.41275111
## 559   25.3543564 0.01887719 62.51998  0.40961819
## 560   25.3543564 0.01887719 62.51998  0.40961819
## 561  -23.5874267 0.02134301 62.52077 -0.38155192
## 562  -25.7034266 0.01800854 62.51982 -0.41507397
## 563   24.0675070 0.02040151 62.52056  0.38913060
## 564   23.9227066 0.02033987 62.52063  0.38677726
## 565  -24.3004933 0.01950485 62.52046 -0.39271790
## 566   25.0112642 0.01836721 62.52014  0.40397031
## 567   25.0112642 0.01836721 62.52014  0.40397031
## 568  -25.1086070 0.01802535 62.52010 -0.40547195
## 569  -23.5439600 0.02033987 62.52080 -0.38065376
## 570   23.4271261 0.02033987 62.52085  0.37876482
## 571  -23.3706267 0.02033987 62.52087 -0.37785135
## 572   24.4437736 0.01836721 62.52040  0.39480447
## 573   24.4437736 0.01836721 62.52040  0.39480447
## 574   23.0141737 0.02040151 62.52103  0.37210000
## 575   23.8183264 0.01887719 62.52068  0.38480250
## 576   23.8183264 0.01887719 62.52068  0.38480250
## 577  -24.1932932 0.01784602 62.52052 -0.39065513
## 578  -24.1749201 0.01785163 62.52053 -0.39035957
## 579  -23.0600439 0.01950485 62.52101 -0.37267112
## 580  -23.8634266 0.01800854 62.52067 -0.38536058
## 581  -23.7752737 0.01802535 62.52071 -0.38394032
## 582  -23.7932932 0.01784602 62.52070 -0.38419623
## 583  -23.7760437 0.01785163 62.52071 -0.38391880
## 584  -23.6756692 0.01785163 62.52075 -0.38229802
## 585  -22.7828693 0.01883796 62.52113 -0.36806658
## 586  -23.2152737 0.01802535 62.52095 -0.37489703
## 587  -22.1960739 0.01950485 62.52138 -0.35870859
## 588   23.0936402 0.01802535 62.52100  0.37293281
## 589  -22.7157770 0.01836721 62.52116 -0.36689467
## 590  -22.7157770 0.01836721 62.52116 -0.36689467
## 591  -22.3770266 0.01883796 62.52131 -0.36151002
## 592  -21.8600439 0.01950485 62.52152 -0.35327804
## 593   22.6007563 0.01802535 62.52121  0.36497336
## 594  -22.4419403 0.01802535 62.52128 -0.36240869
## 595  -21.9957770 0.01836721 62.52147 -0.35526556
## 596  -21.9957770 0.01836721 62.52147 -0.35526556
## 597   21.4947309 0.01887719 62.52167  0.34726312
## 598   21.4947309 0.01887719 62.52167  0.34726312
## 599   21.4876897 0.01887719 62.52167  0.34714936
## 600   21.4876897 0.01887719 62.52167  0.34714936
## 601  -20.5706267 0.02033987 62.52202 -0.33258154
## 602  -19.9207601 0.02134301 62.52227 -0.32223966
## 603   20.8378231 0.01955529 62.52192  0.33676669
## 604  -21.4213201 0.01836721 62.52170 -0.34598720
## 605  -21.4213201 0.01836721 62.52170 -0.34598720
## 606  -21.6234266 0.01800854 62.52162 -0.34918775
## 607  -21.6866265 0.01784602 62.52159 -0.35017936
## 608   20.8547309 0.01887719 62.52192  0.33692345
## 609   20.8547309 0.01887719 62.52192  0.33692345
## 610   20.1573736 0.01955529 62.52218  0.32576973
## 611  -20.1266908 0.01950106 62.52220 -0.32526486
## 612  -20.1266908 0.01950106 62.52220 -0.32526486
## 613   19.5639261 0.01950485 62.52241  0.31617070
## 614   19.1035306 0.02033987 62.52257  0.30886184
## 615  -20.1146534 0.01836721 62.52221 -0.32488253
## 616  -20.1146534 0.01836721 62.52221 -0.32488253
## 617   19.1661733 0.01950485 62.52255  0.30974266
## 618   18.5033138 0.02082204 62.52278  0.29923131
## 619   19.0755564 0.01950106 62.52258  0.30827761
## 620   19.0755564 0.01950106 62.52258  0.30827761
## 621  -18.9938267 0.01950485 62.52261 -0.30695738
## 622   18.6907070 0.01955529 62.52272  0.30206646
## 623  -19.0375942 0.01885258 62.52260 -0.30756242
## 624   18.9554800 0.01887719 62.52263  0.30623966
## 625   18.9554800 0.01887719 62.52263  0.30623966
## 626  -19.2988692 0.01802535 62.52251 -0.31165210
## 627  -19.2514534 0.01802535 62.52252 -0.31088640
## 628   17.9416643 0.02040151 62.52297  0.29008616
## 629  -17.6106267 0.02033987 62.52308 -0.28472489
## 630   18.4779309 0.01836721 62.52280  0.29844695
## 631   18.4779309 0.01836721 62.52280  0.29844695
## 632  -18.6419403 0.01802535 62.52274 -0.30104354
## 633  -18.1789770 0.01887719 62.52290 -0.29369468
## 634  -18.1789770 0.01887719 62.52290 -0.29369468
## 635  -18.6693771 0.01785163 62.52273 -0.30145994
## 636  -18.0992738 0.01883796 62.52292 -0.29240118
## 637  -16.9474267 0.02134301 62.52329 -0.27414280
## 638  -18.0592738 0.01883796 62.52294 -0.29175496
## 639   17.2749976 0.02040151 62.52319  0.27930729
## 640   17.2557467 0.02040151 62.52320  0.27899604
## 641  -18.3266265 0.01784602 62.52285 -0.29592460
## 642  -17.7365772 0.01883796 62.52305 -0.28654166
## 643  -17.7028693 0.01883796 62.52306 -0.28599710
## 644  -17.2589203 0.01950485 62.52320 -0.27891973
## 645   17.5116597 0.01887719 62.52312  0.28291369
## 646   17.5116597 0.01887719 62.52312  0.28291369
## 647   16.6883310 0.02040151 62.52338  0.26982189
## 648   16.7989467 0.01955529 62.52335  0.27149312
## 649  -17.3749201 0.01785163 62.52317 -0.28055796
## 650  -16.8570266 0.01883796 62.52333 -0.27233216
## 651  -17.2419403 0.01802535 62.52321 -0.27843533
## 652   15.7533972 0.02134301 62.52366  0.25482810
## 653  -16.7262722 0.01878053 62.52337 -0.27021187
## 654  -17.0130265 0.01802535 62.52328 -0.27473866
## 655   16.2461733 0.01950485 62.52352  0.26255282
## 656  -16.5520737 0.01785163 62.52343 -0.26727122
## 657  -16.2651403 0.01836721 62.52351 -0.26270698
## 658  -16.2651403 0.01836721 62.52351 -0.26270698
## 659   15.9347309 0.01887719 62.52361  0.25743725
## 660   15.9347309 0.01887719 62.52361  0.25743725
## 661  -15.8456436 0.01887719 62.52364 -0.25599798
## 662  -15.8456436 0.01887719 62.52364 -0.25599798
## 663  -16.3098265 0.01785163 62.52350 -0.26335958
## 664   14.8503261 0.02134301 62.52392  0.24021995
## 665  -15.4589203 0.01950485 62.52375 -0.24983010
## 666   15.3989467 0.01955529 62.52377  0.24886728
## 667  -15.5778534 0.01887719 62.52372 -0.25167163
## 668  -15.5778534 0.01887719 62.52372 -0.25167163
## 669  -15.5792738 0.01883796 62.52372 -0.25168954
## 670   14.6976130 0.02033987 62.52396  0.23762790
## 671  -15.3887358 0.01836721 62.52377 -0.24855171
## 672  -15.3887358 0.01836721 62.52377 -0.24855171
## 673  -15.2402266 0.01833919 62.52382 -0.24614954
## 674   15.1371069 0.01836721 62.52384  0.24448751
## 675   15.1371069 0.01836721 62.52384  0.24448751
## 676   14.6457009 0.01950106 62.52398  0.23668729
## 677   14.6457009 0.01950106 62.52398  0.23668729
## 678   14.2675070 0.02040151 62.52408  0.23068129
## 679   14.0611562 0.02094212 62.52413  0.22740771
## 680   14.5311564 0.01955529 62.52401  0.23484264
## 681  -15.0367599 0.01800854 62.52387 -0.24282240
## 682   14.6610230 0.01887719 62.52398  0.23685956
## 683   14.6610230 0.01887719 62.52398  0.23685956
## 684   14.6815264 0.01836721 62.52397  0.23712919
## 685   14.6815264 0.01836721 62.52397  0.23712919
## 686   14.1973736 0.01955529 62.52410  0.22944827
## 687  -14.1355103 0.01955529 62.52412 -0.22844848
## 688  -14.2985149 0.01909276 62.52407 -0.23102836
## 689   13.7741737 0.02040151 62.52421  0.22270493
## 690   14.5069735 0.01802535 62.52402  0.23426910
## 691  -13.9027405 0.01950485 62.52418 -0.22468083
## 692  -13.2296739 0.02134301 62.52435 -0.21400416
## 693  -14.2831598 0.01785163 62.52408 -0.23063440
## 694   14.0501735 0.01785163 62.52414  0.22687230
## 695   13.3973736 0.01955529 62.52431  0.21651922
## 696   13.9411308 0.01802535 62.52417  0.22513147
## 697  -13.7584736 0.01836721 62.52422 -0.22222047
## 698  -13.7584736 0.01836721 62.52422 -0.22222047
## 699  -12.7096739 0.02134301 62.52447 -0.20559261
## 700  -13.9423359 0.01785163 62.52417 -0.22513101
## 701   13.8247263 0.01802535 62.52420  0.22325168
## 702  -13.4316437 0.01887660 62.52430 -0.21699797
## 703  -13.0589203 0.01950485 62.52439 -0.21104394
## 704   12.9010230 0.01887719 62.52443  0.20842547
## 705   12.9010230 0.01887719 62.52443  0.20842547
## 706   13.1011308 0.01802535 62.52438  0.21156654
## 707  -12.8820691 0.01836721 62.52444 -0.20806519
## 708  -12.8820691 0.01836721 62.52444 -0.20806519
## 709   12.9603069 0.01802535 62.52442  0.20929241
## 710   12.0928059 0.02007748 62.52462  0.19548775
## 711   12.0928059 0.02007748 62.52462  0.19548775
## 712   12.2315309 0.01955529 62.52459  0.19767766
## 713  -12.4364706 0.01885258 62.52454 -0.20091777
## 714  -12.7423359 0.01785163 62.52447 -0.20575426
## 715  -11.9215944 0.02017356 62.52466 -0.19272946
## 716  -12.1749194 0.01909276 62.52460 -0.19671635
## 717   12.0583264 0.01887719 62.52463  0.19481109
## 718   12.0583264 0.01887719 62.52463  0.19481109
## 719  -11.9428693 0.01883796 62.52465 -0.19294194
## 720   11.7554800 0.01887719 62.52469  0.18991839
## 721   11.7554800 0.01887719 62.52469  0.18991839
## 722   11.8837736 0.01836721 62.52467  0.19194119
## 723   11.8837736 0.01836721 62.52467  0.19194119
## 724  -11.8525770 0.01802535 62.52467 -0.19140399
## 725   11.3115309 0.01955529 62.52479  0.18280925
## 726   11.3729137 0.01909276 62.52478  0.18375794
## 727   11.2240403 0.01955529 62.52481  0.18139529
## 728   11.2681930 0.01836721 62.52480  0.18199862
## 729   11.2681930 0.01836721 62.52480  0.18199862
## 730  -11.0038863 0.01885258 62.52485 -0.17777361
## 731   11.1445975 0.01836721 62.52483  0.18000236
## 732   11.1445975 0.01836721 62.52483  0.18000236
## 733  -11.1434266 0.01800854 62.52483 -0.17995057
## 734   11.1835068 0.01785163 62.52482  0.18058339
## 735   10.6803306 0.01950485 62.52492  0.17260378
## 736   10.1667306 0.02134301 62.52502  0.16445777
## 737  -10.6263360 0.01950485 62.52493 -0.17173118
## 738   10.9348597 0.01836721 62.52487  0.17661477
## 739   10.9348597 0.01836721 62.52487  0.17661477
## 740  -10.9220691 0.01836721 62.52487 -0.17640818
## 741  -10.9220691 0.01836721 62.52487 -0.17640818
## 742   10.7405736 0.01887719 62.52491  0.17352183
## 743   10.7405736 0.01887719 62.52491  0.17352183
## 744  -10.8891103 0.01836721 62.52488 -0.17587585
## 745  -10.8891103 0.01836721 62.52488 -0.17587585
## 746  -11.0187404 0.01785163 62.52485 -0.17792285
## 747  -10.1708435 0.02082204 62.52502 -0.16448053
## 748   10.1577279 0.02082204 62.52502  0.16426843
## 749  -10.3204708 0.02017356 62.52499 -0.16684503
## 750  -10.9325770 0.01802535 62.52487 -0.17654716
## 751   10.6053466 0.01836721 62.52493  0.17129263
## 752   10.6053466 0.01836721 62.52493  0.17129263
## 753   10.4547309 0.01887719 62.52496  0.16890383
## 754   10.4547309 0.01887719 62.52496  0.16890383
## 755  -10.2565772 0.01883796 62.52500 -0.16569920
## 756  -10.3892693 0.01800854 62.52498 -0.16777200
## 757  -10.2925770 0.01802535 62.52500 -0.16621198
## 758  -10.2659104 0.01802535 62.52500 -0.16578135
## 759    9.8315309 0.01955529 62.52508  0.15889050
## 760    9.8969277 0.01887660 62.52507  0.15989207
## 761   -9.7004933 0.01950485 62.52511 -0.15676873
## 762  -10.0925770 0.01802535 62.52503 -0.16298224
## 763    9.2412898 0.02040151 62.52519  0.14941592
## 764    9.4351264 0.01955529 62.52515  0.15248408
## 765    9.1301973 0.02033987 62.52521  0.14761510
## 766   -9.5992437 0.01802535 62.52512 -0.15501553
## 767    9.1116597 0.01887719 62.52521  0.14720554
## 768    9.1116597 0.01887719 62.52521  0.14720554
## 769   -9.2322025 0.01802535 62.52519 -0.14908829
## 770    8.8328400 0.01950485 62.52526  0.14274667
## 771   -9.1981201 0.01802535 62.52520 -0.14853790
## 772    8.7648643 0.01955529 62.52527  0.14165176
## 773   -8.1230072 0.02134301 62.52537 -0.13139835
## 774   -8.7992437 0.01802535 62.52526 -0.14209655
## 775   -8.6820691 0.01836721 62.52528 -0.14022874
## 776   -8.6820691 0.01836721 62.52528 -0.14022874
## 777   -8.2338267 0.01950485 62.52535 -0.13306607
## 778    7.6541463 0.02134301 62.52544  0.12381403
## 779   -7.9217148 0.01950106 62.52540 -0.12802181
## 780   -7.9217148 0.01950106 62.52540 -0.12802181
## 781    7.3035306 0.02033987 62.52549  0.11808194
## 782   -7.6090025 0.01785163 62.52544 -0.12286481
## 783    7.0907070 0.01955529 62.52552  0.11459517
## 784    6.8693733 0.02033987 62.52554  0.11106257
## 785   -7.1162027 0.01883796 62.52551 -0.11496517
## 786    7.2015264 0.01836721 62.52550  0.11631571
## 787    7.2015264 0.01836721 62.52550  0.11631571
## 788    6.9880642 0.01887719 62.52553  0.11289729
## 789    6.9880642 0.01887719 62.52553  0.11289729
## 790   -6.8021769 0.01955529 62.52555 -0.10993215
## 791    6.8205736 0.01887719 62.52555  0.11019136
## 792    6.8205736 0.01887719 62.52555  0.11019136
## 793   -6.5958721 0.01950106 62.52558 -0.10659504
## 794   -6.5958721 0.01950106 62.52558 -0.10659504
## 795   -6.6952737 0.01802535 62.52557 -0.10812012
## 796   -6.3626026 0.01800854 62.52561 -0.10274703
## 797   -6.1354536 0.01883796 62.52563 -0.09912076
## 798    6.1811308 0.01802535 62.52563  0.09981737
## 799    5.9403294 0.01909276 62.52566  0.09598092
## 800    6.0379309 0.01836721 62.52564  0.09752185
## 801    6.0379309 0.01836721 62.52564  0.09752185
## 802    5.7261733 0.01950485 62.52568  0.09254013
## 803   -5.5476435 0.02007748 62.52570 -0.08968112
## 804   -5.5476435 0.02007748 62.52570 -0.08968112
## 805    5.7411308 0.01802535 62.52568  0.09271193
## 806    5.3551264 0.01955529 62.52572  0.08654590
## 807    5.3810230 0.01887719 62.52571  0.08693437
## 808    5.3810230 0.01887719 62.52571  0.08693437
## 809   -5.4914534 0.01802535 62.52570 -0.08867996
## 810   -5.3012436 0.01909276 62.52572 -0.08565488
## 811    5.4344642 0.01802535 62.52571  0.08775966
## 812   -5.2860931 0.01887719 62.52572 -0.08540070
## 813   -5.2860931 0.01887719 62.52572 -0.08540070
## 814   -5.1765772 0.01883796 62.52573 -0.08362972
## 815   -4.8772934 0.02033987 62.52576 -0.07885505
## 816    5.1253466 0.01836721 62.52574  0.08278222
## 817    5.1253466 0.01836721 62.52574  0.08278222
## 818   -5.1423359 0.01785163 62.52574 -0.08303481
## 819    5.0669735 0.01802535 62.52575  0.08182515
## 820    4.8061733 0.01950485 62.52577  0.07767210
## 821   -4.8119358 0.01887719 62.52577 -0.07774035
## 822   -4.8119358 0.01887719 62.52577 -0.07774035
## 823    4.8901735 0.01785163 62.52576  0.07896307
## 824   -4.7655358 0.01802535 62.52577 -0.07695732
## 825   -4.5557770 0.01836721 62.52579 -0.07358279
## 826   -4.5557770 0.01836721 62.52579 -0.07358279
## 827   -4.6164932 0.01785163 62.52579 -0.07454388
## 828   -4.2839941 0.01950106 62.52581 -0.06923308
## 829   -4.2839941 0.01950106 62.52581 -0.06923308
## 830   -3.9874267 0.02134301 62.52584 -0.06450090
## 831   -4.2756692 0.01785163 62.52581 -0.06904049
## 832    4.0445773 0.01950106 62.52583  0.06536389
## 833    4.0445773 0.01950106 62.52583  0.06536389
## 834    4.1615264 0.01836721 62.52582  0.06721504
## 835    4.1615264 0.01836721 62.52582  0.06721504
## 836    4.0273278 0.01909276 62.52583  0.06507158
## 837   -4.0216736 0.01887719 62.52583 -0.06497308
## 838   -4.0216736 0.01887719 62.52583 -0.06497308
## 839    3.8112642 0.01836721 62.52585  0.06155777
## 840    3.8112642 0.01836721 62.52585  0.06155777
## 841   -3.6628931 0.01836721 62.52586 -0.05916135
## 842   -3.6628931 0.01836721 62.52586 -0.05916135
## 843   -3.5789770 0.01887719 62.52587 -0.05782099
## 844   -3.5789770 0.01887719 62.52587 -0.05782099
## 845    3.6344642 0.01802535 62.52586  0.05869196
## 846    3.5643308 0.01785163 62.52587  0.05755430
## 847   -3.4757770 0.01836721 62.52587 -0.05613913
## 848   -3.4757770 0.01836721 62.52587 -0.05613913
## 849    3.2018807 0.01950106 62.52589  0.05174518
## 850    3.2018807 0.01950106 62.52589  0.05174518
## 851   -2.9364694 0.02033987 62.52590 -0.04747622
## 852   -2.7474267 0.02134301 62.52591 -0.04444257
## 853   -2.8698265 0.01785163 62.52591 -0.04633994
## 854   -2.6772934 0.02033987 62.52592 -0.04328591
## 855   -2.6600439 0.01950485 62.52592 -0.04298871
## 856   -2.6362264 0.01836721 62.52592 -0.04257910
## 857   -2.6362264 0.01836721 62.52592 -0.04257910
## 858    2.5603069 0.01802535 62.52592  0.04134569
## 859    2.3392058 0.01909276 62.52593  0.03779574
## 860    2.3219564 0.01885258 62.52593  0.03751244
## 861    2.3116597 0.01887719 62.52594  0.03734656
## 862    2.3116597 0.01887719 62.52594  0.03734656
## 863   -2.2502863 0.01950106 62.52594 -0.03636659
## 864   -2.2502863 0.01950106 62.52594 -0.03636659
## 865   -1.9621769 0.01955529 62.52595 -0.03171137
## 866   -1.9926072 0.01883796 62.52595 -0.03219138
## 867   -1.9352737 0.01802535 62.52595 -0.03125220
## 868   -1.7666265 0.01784602 62.52596 -0.02852616
## 869   -1.6102724 0.02094212 62.52596 -0.02604255
## 870   -1.5449148 0.02007748 62.52596 -0.02497451
## 871   -1.5449148 0.02007748 62.52596 -0.02497451
## 872    1.5429734 0.01883796 62.52596  0.02492737
## 873    1.5579309 0.01836721 62.52596  0.02516298
## 874    1.5579309 0.01836721 62.52596  0.02516298
## 875   -1.5027405 0.01950485 62.52596 -0.02428564
## 876   -1.3984736 0.01836721 62.52597 -0.02258750
## 877   -1.3984736 0.01836721 62.52597 -0.02258750
## 878   -1.4164932 0.01785163 62.52597 -0.02287253
## 879   -1.2224437 0.01836721 62.52597 -0.01974434
## 880   -1.2224437 0.01836721 62.52597 -0.01974434
## 881    1.0867306 0.02134301 62.52597  0.01757903
## 882   -1.1352737 0.01802535 62.52597 -0.01833322
## 883    0.9543564 0.01887719 62.52598  0.01541833
## 884    0.9543564 0.01887719 62.52598  0.01541833
## 885    0.8500895 0.01883796 62.52598  0.01373354
## 886    0.7341463 0.02134301 62.52598  0.01187560
## 887   -0.6914534 0.01802535 62.52598 -0.01116609
## 888    0.6501735 0.01785163 62.52598  0.01049854
## 889   -0.0628931 0.01836721 62.52599 -0.00101582
## 890   -0.0628931 0.01836721 62.52599 -0.00101582

Same for mean price per m^2:

predicted_pua2 <- harju %>% 
  lm(price_unit_area_mean ~ month + year + area, data = .) %>% 
  augment 
predicted_pua2 %>% 
  ggplot(aes(factor(month, levels = month.abb), .resid, group = year, color = factor(year))) + 
  geom_hline(yintercept = 0, colour = "white", size = 3) +
  geom_line() + 
  facet_wrap(~ area) +
  scale_color_viridis(discrete = TRUE) +
  theme(axis.text.x = element_text(angle = 90, vjust = 0.5))

Seems ok!

predicted_pua2 %>%
  arrange(desc(.cooksd)) %>% 
  dplyr::select(.cooksd, everything(.))
##          .cooksd price_unit_area_mean month year      area   .fitted
## 1   9.230944e-03              1725.98   Apr 2007  10-29,99 1043.9730
## 2   8.394703e-03               421.50   Jul 2009  10-29,99 1093.0304
## 3   7.883079e-03              1650.16   Jun 2007  30-40,99 1019.9088
## 4   6.989624e-03              1665.78   Aug 2007  10-29,99 1072.3184
## 5   6.803107e-03              1604.90   Apr 2007  30-40,99 1019.4101
## 6   6.686472e-03              1615.97   Apr 2007  41-54,99 1035.5207
## 7   6.647846e-03              1605.01   Feb 2007  10-29,99 1026.2397
## 8   6.596180e-03              1615.85   May 2007  10-29,99 1039.3332
## 9   6.560851e-03              1617.83   Mar 2007  41-54,99 1042.8591
## 10  6.499619e-03              1599.03   Mar 2007  30-40,99 1026.7485
## 11  6.327619e-03              1615.97   Mar 2007  10-29,99 1051.3114
## 12  6.311821e-03              1565.63   Feb 2007  30-40,99 1001.6768
## 13  6.227523e-03              1580.35   Oct 2006  10-29,99 1032.2615
## 14  5.952776e-03              1592.15   Jun 2007  10-29,99 1044.4717
## 15  5.850211e-03              1551.39   Dec 2006  30-40,99 1028.1808
## 16  5.790916e-03              1906.77   Jun 2017  10-29,99 1379.0760
## 17  5.686517e-03              1550.06   May 2007  30-40,99 1014.7702
## 18  5.486466e-03              1534.35   Nov 2006  10-29,99 1027.6675
## 19  5.445078e-03               601.43   Sep 2009  10-29,99 1142.2654
## 20  5.156633e-03              1543.96   Dec 2006  10-29,99 1052.7437
## 21  5.034029e-03              1567.51   Aug 2007  41-54,99 1063.8661
## 22  4.968849e-03              1518.03   Jul 2007  41-54,99 1017.6573
## 23  4.881224e-03              1477.89   Jul 2006  10-29,99  992.6491
## 24  4.751069e-03               634.87   Jun 2010  10-29,99 1144.8530
## 25  4.726362e-03              1524.03   Jun 2007  41-54,99 1036.0194
## 26  4.692136e-03              1512.35   Jul 2007  10-29,99 1026.1096
## 27  4.572314e-03              1505.07   Feb 2007  55-69,99 1025.0782
## 28  4.474401e-03               624.88   Apr 2010  30-40,99 1119.7914
## 29  4.458130e-03               624.67   Jan 2010  10-29,99 1118.6807
## 30  4.419207e-03              1499.03   Dec 2006  41-54,99 1044.2914
## 31  4.415156e-03              1489.97   Jan 2007  10-29,99 1018.2994
## 32  4.379339e-03              1463.49   Jan 2007  30-40,99  993.7365
## 33  4.356237e-03              1478.36   Jan 2007  41-54,99 1009.8471
## 34  4.351706e-03              1499.15   May 2007  41-54,99 1030.8809
## 35  4.331048e-03               648.44   Aug 2009  41-54,99 1130.7869
## 36  4.328656e-03               657.57   Apr 2010  10-29,99 1144.3543
## 37  4.299366e-03              1513.20   Aug 2007  30-40,99 1047.7554
## 38  4.286092e-03              1540.07   Sep 2007  10-29,99 1075.3445
## 39  4.276720e-03               684.34   Dec 2009  10-29,99 1153.1250
## 40  4.273144e-03              1461.71   Oct 2006  30-40,99 1007.6986
## 41  4.231119e-03              1716.98   Sep 2007 70-249,99 1255.2444
## 42  4.226431e-03              1504.79   Jun 2007  55-69,99 1043.3102
## 43  4.185763e-03              1461.78   Nov 2006  41-54,99 1019.2152
## 44  4.184402e-03               661.11   May 2010  10-29,99 1139.7145
## 45  4.175410e-03               679.74   Feb 2011  10-29,99 1160.0814
## 46  4.141794e-03              1543.10   Jun 2008  10-29,99 1077.9321
## 47  4.135098e-03               667.93   Aug 2009  10-29,99 1139.2392
## 48  4.069092e-03              1495.62   Apr 2007  55-69,99 1042.8116
## 49  4.064915e-03               650.41   Sep 2009  30-40,99 1117.7024
## 50  3.999931e-03               707.79   Sep 2010  10-29,99 1175.7258
## 51  3.960816e-03              1448.29   Jul 2007  30-40,99 1001.5466
## 52  3.886397e-03              1443.99   Jun 2006  10-29,99 1011.0113
## 53  3.840907e-03               714.16   Aug 2010  10-29,99 1172.6997
## 54  3.833115e-03              1457.27   Feb 2007  41-54,99 1017.7874
## 55  3.768973e-03              1485.94   Mar 2007  55-69,99 1050.1500
## 56  3.765822e-03              1502.50   Sep 2007  41-54,99 1066.8922
## 57  3.753162e-03              1463.88   Nov 2007  30-40,99 1036.5650
## 58  3.721212e-03              1429.55   May 2006  10-29,99 1005.8727
## 59  3.675883e-03               678.04   Feb 2010  10-29,99 1126.6210
## 60  3.571474e-03              1648.59   Jun 2007 70-249,99 1224.3716
## 61  3.554325e-03               674.05   May 2010  30-40,99 1115.1515
## 62  3.550278e-03              1452.69   Aug 2006  10-29,99 1038.8579
## 63  3.544585e-03              1394.81   May 2006  30-40,99  981.3098
## 64  3.539300e-03               701.59   Nov 2009  10-29,99 1128.0488
## 65  3.471325e-03              1456.40   May 2007  55-69,99 1038.1717
## 66  3.471007e-03               761.61   Oct 2011  10-29,99 1199.5637
## 67  3.449325e-03              1449.79   Sep 2006  10-29,99 1041.8841
## 68  3.419327e-03               717.46   Jan 2011  10-29,99 1152.1412
## 69  3.399551e-03               875.00   Jul 2010 70-249,99 1306.3907
## 70  3.396962e-03              1652.93   Jan 2008 70-249,99 1231.6598
## 71  3.360903e-03              1370.73   Jul 2006  30-40,99  968.0862
## 72  3.351161e-03              1644.81   Nov 2007 70-249,99 1241.0278
## 73  3.319323e-03               770.60   Dec 2010  10-29,99 1186.5855
## 74  3.314106e-03              1392.61   Feb 2006  10-29,99  992.7793
## 75  3.291966e-03              1464.55   Oct 2007  41-54,99 1057.2697
## 76  3.242655e-03              1455.00   Sep 2007  30-40,99 1050.7816
## 77  3.229036e-03              1634.58   Mar 2007 70-249,99 1231.2113
## 78  3.206313e-03               722.66   Dec 2009  30-40,99 1128.5621
## 79  3.203467e-03               717.81   Oct 2009  10-29,99 1132.6428
## 80  3.183505e-03               699.03   Nov 2009  30-40,99 1103.4858
## 81  3.169339e-03               929.47   Dec 2009 70-249,99 1333.0249
## 82  3.163247e-03               847.15   Dec 2012  10-29,99 1253.5063
## 83  3.142504e-03              1733.18   Jan 2017  41-54,99 1344.4514
## 84  3.110006e-03               713.88   Jul 2010  10-29,99 1126.4909
## 85  3.094527e-03              1453.84   Jan 2008  10-29,99 1051.7599
## 86  3.090254e-03              1445.11   Jan 2008  41-54,99 1043.3076
## 87  3.077258e-03               741.26   Mar 2010  10-29,99 1151.6927
## 88  3.063797e-03              1405.14   Nov 2006  55-69,99 1026.5060
## 89  3.063163e-03              1645.09   Aug 2007 70-249,99 1252.2183
## 90  3.047895e-03              1446.72   Dec 2007  30-40,99 1061.6413
## 91  3.045294e-03              1437.59   Nov 2007  41-54,99 1052.6756
## 92  3.041778e-03              1445.82   Nov 2007  10-29,99 1061.1279
## 93  3.032698e-03              1757.64   Oct 2017  30-40,99 1375.7634
## 94  3.012714e-03              1460.78   Aug 2007  55-69,99 1071.1569
## 95  3.005858e-03               760.46   Oct 2010  10-29,99 1166.1033
## 96  2.987624e-03               710.28   Apr 2009  10-29,99 1110.8939
## 97  2.980076e-03               668.36   Jul 2009  30-40,99 1068.4675
## 98  2.979814e-03               753.37   Dec 2009  41-54,99 1144.6727
## 99  2.979056e-03              1593.45   Jul 2007 70-249,99 1206.0095
## 100 2.976155e-03               767.64   May 2011  10-29,99 1173.1749
## 101 2.951108e-03               686.42   Jul 2009  41-54,99 1084.5781
## 102 2.915623e-03              1343.24   Feb 2006  30-40,99  968.2163
## 103 2.914627e-03              1642.67   Dec 2007 70-249,99 1266.1041
## 104 2.899014e-03               777.57   Apr 2011  10-29,99 1177.8148
## 105 2.894213e-03               785.24   Mar 2011  10-29,99 1185.1532
## 106 2.894021e-03              1423.03   Oct 2007  30-40,99 1041.1590
## 107 2.880409e-03               714.72   Oct 2009  30-40,99 1108.0799
## 108 2.854604e-03               749.51   Sep 2009  55-69,99 1141.1039
## 109 2.834029e-03              1387.06   Sep 2006  30-40,99 1017.3211
## 110 2.821290e-03              1401.99   Jul 2007  55-69,99 1024.9481
## 111 2.779469e-03              1448.42   Sep 2007  55-69,99 1074.1830
## 112 2.779410e-03              1452.77   Dec 2007  55-69,99 1085.0427
## 113 2.771096e-03               909.10   Jan 2010 70-249,99 1298.5806
## 114 2.753189e-03              1374.94   Apr 2006  10-29,99 1010.5126
## 115 2.749677e-03               932.06   Nov 2009 70-249,99 1307.9486
## 116 2.748152e-03               749.59   Sep 2009  41-54,99 1133.8131
## 117 2.721641e-03               939.80   Sep 2009 70-249,99 1322.1653
## 118 2.703512e-03               791.80   Jun 2011  10-29,99 1178.3134
## 119 2.688611e-03               847.64   Oct 2012  10-29,99 1233.0241
## 120 2.683348e-03               755.56   Nov 2009  55-69,99 1126.8873
## 121 2.678583e-03              1401.28   Jan 2008  30-40,99 1027.1969
## 122 2.648532e-03               806.55   Dec 2010  41-54,99 1178.1332
## 123 2.643984e-03               762.75   Apr 2010  55-69,99 1143.1929
## 124 2.643189e-03               975.24   Sep 2010 70-249,99 1355.6257
## 125 2.605880e-03               781.12   Mar 2011  30-40,99 1160.5902
## 126 2.604719e-03              1415.95   Nov 2007  55-69,99 1059.9664
## 127 2.601525e-03               917.46   Jun 2009 70-249,99 1291.2925
## 128 2.589993e-03              1339.91   Jun 2006  30-40,99  986.4483
## 129 2.576407e-03              1435.86   Apr 2008  41-54,99 1068.9812
## 130 2.571572e-03              1398.47   Dec 2006  55-69,99 1051.5823
## 131 2.570021e-03              1566.00   Feb 2007 70-249,99 1206.1396
## 132 2.564223e-03               941.40   Oct 2009 70-249,99 1312.5427
## 133 2.551500e-03              1430.08   Dec 2007  41-54,99 1077.7519
## 134 2.539161e-03               802.12   Mar 2011  41-54,99 1176.7009
## 135 2.519832e-03               820.32   Jul 2012  10-29,99 1193.4117
## 136 2.513581e-03              1579.76   Apr 2007 70-249,99 1223.8729
## 137 2.504538e-03              1732.95   Mar 2017  10-29,99 1385.9157
## 138 2.497865e-03              1380.55   Sep 2006  41-54,99 1033.4318
## 139 2.491701e-03              1746.47   Oct 2017  10-29,99 1400.3263
## 140 2.490632e-03              1600.32   Feb 2008 70-249,99 1239.6000
## 141 2.472034e-03               763.19   Nov 2009  41-54,99 1119.5964
## 142 2.430453e-03              1340.34   Nov 2006  30-40,99 1003.1045
## 143 2.419898e-03              1366.33   Jan 2007  55-69,99 1017.1380
## 144 2.403621e-03               844.74   Sep 2011  10-29,99 1209.1862
## 145 2.400197e-03               990.12   Aug 2010 70-249,99 1352.5995
## 146 2.399414e-03               780.82   Mar 2010  41-54,99 1143.2404
## 147 2.389578e-03              1363.32   Oct 2006  41-54,99 1023.8092
## 148 2.377014e-03               780.74   Aug 2009  55-69,99 1138.0778
## 149 2.375177e-03               729.63   Jun 2009  30-40,99 1086.8296
## 150 2.370954e-03               810.45   Dec 2010  30-40,99 1162.0225
## 151 2.348464e-03              1377.30   Sep 2006  55-69,99 1040.7226
## 152 2.338187e-03               800.50   Jul 2011  10-29,99 1159.9513
## 153 2.327823e-03              1741.49   Aug 2017  10-29,99 1406.9227
## 154 2.304727e-03               766.37   Mar 2009  10-29,99 1118.2323
## 155 2.301540e-03               850.07   May 2012  10-29,99 1206.6353
## 156 2.297367e-03               772.50   Mar 2010  30-40,99 1127.1298
## 157 2.292387e-03              1418.86   May 2008  10-29,99 1072.7936
## 158 2.287862e-03               760.82   Jun 2009  10-29,99 1111.3926
## 159 2.273177e-03               741.36   Jan 2010  30-40,99 1094.1178
## 160 2.254492e-03               818.68   Nov 2010  10-29,99 1161.5092
## 161 2.248296e-03              1393.97   Feb 2008  41-54,99 1051.2478
## 162 2.241872e-03               734.66   May 2009  30-40,99 1081.6911
## 163 2.234608e-03               844.11   Dec 2010  55-69,99 1185.4240
## 164 2.230360e-03              1342.30   Aug 2006  30-40,99 1014.2950
## 165 2.226615e-03               802.98   Jun 2011  30-40,99 1153.7505
## 166 2.219605e-03               796.78   Nov 2010  30-40,99 1136.9463
## 167 2.199171e-03               755.09   Feb 2010  30-40,99 1102.0581
## 168 2.195795e-03               905.54   Mar 2013  10-29,99 1252.0740
## 169 2.185471e-03               881.61   Dec 2011  10-29,99 1220.0459
## 170 2.158081e-03               866.50   Jun 2012  10-29,99 1211.7739
## 171 2.157254e-03              1395.42   Oct 2007  10-29,99 1065.7220
## 172 2.142254e-03               775.72   Feb 2010  41-54,99 1118.1687
## 173 2.136519e-03              1408.61   Dec 2007  10-29,99 1086.2042
## 174 2.128024e-03               784.02   Jul 2010  55-69,99 1125.3294
## 175 2.121008e-03               989.69   Jan 2011 70-249,99 1332.0410
## 176 2.113254e-03               811.04   Sep 2010  30-40,99 1151.1629
## 177 2.111746e-03               982.33   Aug 2009 70-249,99 1319.1391
## 178 2.100993e-03               788.24   Oct 2009  41-54,99 1124.1905
## 179 2.093370e-03               897.86   Nov 2012  10-29,99 1228.4300
## 180 2.092137e-03               779.10   Jan 2010  55-69,99 1117.5193
## 181 2.072677e-03               758.19   Jul 2009  55-69,99 1091.8690
## 182 2.051367e-03              1391.71   May 2008  41-54,99 1064.3413
## 183 2.019771e-03               859.89   Mar 2005 70-249,99 1164.2905
## 184 2.011434e-03               770.10   Jul 2010  30-40,99 1101.9279
## 185 1.996817e-03               789.67   Jun 2010  30-40,99 1120.2901
## 186 1.996222e-03              1683.76   May 2017  10-29,99 1373.9375
## 187 1.993952e-03              1662.55   Jan 2017  10-29,99 1352.9037
## 188 1.993896e-03              1296.08   Apr 2006  30-40,99  985.9497
## 189 1.983363e-03              1512.21   Nov 2006 70-249,99 1207.5673
## 190 1.980992e-03               834.94   Aug 2010  41-54,99 1164.2474
## 191 1.966121e-03              1659.22   Jan 2017  55-69,99 1351.7423
## 192 1.949431e-03              1377.67   Feb 2008  55-69,99 1058.5387
## 193 1.943692e-03               807.79   Feb 2011  30-40,99 1135.5185
## 194 1.938861e-03               822.35   Aug 2010  30-40,99 1148.1367
## 195 1.927011e-03               825.31   Feb 2011  41-54,99 1151.6291
## 196 1.911892e-03               815.04   May 2010  55-69,99 1138.5530
## 197 1.911703e-03              1681.77   Apr 2017  10-29,99 1378.5773
## 198 1.903358e-03              1637.04   Nov 2016  30-40,99 1337.7088
## 199 1.899554e-03              1373.94   Oct 2007  55-69,99 1064.5605
## 200 1.896037e-03               971.65   Apr 2009 70-249,99 1290.7938
## 201 1.892452e-03              1507.00   Jan 2007 70-249,99 1198.1993
## 202 1.866942e-03              1528.21   Dec 2006 70-249,99 1232.6436
## 203 1.863923e-03               925.96   Jun 2013  10-29,99 1245.2343
## 204 1.860062e-03              1388.05   Mar 2008  41-54,99 1076.3196
## 205 1.838054e-03               857.36   Sep 2010  55-69,99 1174.5643
## 206 1.833737e-03               845.00   Dec 2009  55-69,99 1151.9636
## 207 1.831380e-03              1408.50   Oct 2008  10-29,99 1099.1824
## 208 1.813866e-03               826.43   Oct 2010  30-40,99 1141.5403
## 209 1.810146e-03               819.65   Oct 2009  55-69,99 1131.4814
## 210 1.780874e-03               839.55   Apr 2011  30-40,99 1153.2518
## 211 1.772988e-03              1557.04   May 2008 70-249,99 1252.6935
## 212 1.765407e-03              1020.72   Mar 2010 70-249,99 1331.5926
## 213 1.758186e-03               869.90   Aug 2011  30-40,99 1181.5972
## 214 1.754100e-03              1362.93   Mar 2008  30-40,99 1060.2089
## 215 1.749967e-03              1298.98   Dec 2005  10-29,99 1019.2833
## 216 1.726261e-03               968.41   Jul 2009 70-249,99 1272.9303
## 217 1.703477e-03               845.16   Mar 2010  55-69,99 1150.5313
## 218 1.695264e-03              1019.62   Apr 2010 70-249,99 1324.2542
## 219 1.694608e-03               855.83   Nov 2010  41-54,99 1153.0569
## 220 1.672351e-03              1330.72   Feb 2008  30-40,99 1035.1372
## 221 1.664089e-03               883.52   Apr 2012  30-40,99 1186.7123
## 222 1.653005e-03              1378.64   Mar 2008  10-29,99 1084.7719
## 223 1.651253e-03               788.50   Apr 2009  30-40,99 1086.3310
## 224 1.649775e-03               876.36   Nov 2011  30-40,99 1170.4067
## 225 1.643698e-03               867.65   Feb 2012  30-40,99 1168.9789
## 226 1.641554e-03              1038.80   Feb 2011 70-249,99 1339.9813
## 227 1.636870e-03               882.92   Apr 2005 70-249,99 1156.9521
## 228 1.628386e-03              1342.27   Jan 2008  55-69,99 1050.5984
## 229 1.612563e-03               815.91   Jun 2009  55-69,99 1110.2311
## 230 1.603288e-03               895.94   Feb 2012  10-29,99 1193.5419
## 231 1.579498e-03              1346.96   Feb 2008  10-29,99 1059.7001
## 232 1.560931e-03               908.95   Nov 2011  10-29,99 1194.9696
## 233 1.560185e-03              1598.84   Sep 2014  10-29,99 1309.5675
## 234 1.560185e-03              1598.84   Sep 2014  10-29,99 1309.5675
## 235 1.554052e-03               844.73   Jun 2010  41-54,99 1136.4007
## 236 1.546782e-03              1332.50   May 2008  30-40,99 1048.2307
## 237 1.538693e-03               873.13   May 2011  41-54,99 1164.7226
## 238 1.527496e-03               891.59   May 2012  30-40,99 1182.0724
## 239 1.503143e-03               880.42   Sep 2010  41-54,99 1167.2735
## 240 1.499532e-03               920.65   Oct 2012  30-40,99 1208.4612
## 241 1.492355e-03               898.48   Jan 2012  10-29,99 1185.6016
## 242 1.481409e-03               956.58   Sep 2012  10-29,99 1242.6467
## 243 1.477609e-03               832.94   Aug 2009  30-40,99 1114.6763
## 244 1.473246e-03              1259.87   Mar 2006  30-40,99  993.2881
## 245 1.471658e-03               920.99   Aug 2011  10-29,99 1206.1601
## 246 1.471645e-03               847.43   May 2010  41-54,99 1131.2622
## 247 1.467319e-03              1626.34   Jul 2017  10-29,99 1360.7139
## 248 1.466866e-03               822.23   Jun 2009  41-54,99 1102.9403
## 249 1.464802e-03               724.00   Mar 2005  55-69,99  983.2291
## 250 1.463328e-03               918.55   Dec 2011  30-40,99 1195.4830
## 251 1.440172e-03              1350.57   Apr 2008  55-69,99 1076.2720
## 252 1.438356e-03              1614.03   Nov 2016  41-54,99 1353.8195
## 253 1.432543e-03               882.86   Feb 2005 70-249,99 1139.2187
## 254 1.421190e-03               937.26   Mar 2012  55-69,99 1217.4521
## 255 1.413399e-03               839.88   Jul 2010  41-54,99 1118.0386
## 256 1.410903e-03              1046.84   Jun 2010 70-249,99 1324.7529
## 257 1.402425e-03              1323.55   Apr 2008  30-40,99 1052.8705
## 258 1.399212e-03               705.96   Feb 2005  10-29,99  959.3188
## 259 1.397838e-03              1071.46   Nov 2010 70-249,99 1341.4091
## 260 1.384512e-03               926.27   Apr 2012  41-54,99 1202.8229
## 261 1.380831e-03               882.69   Feb 2011  55-69,99 1158.9200
## 262 1.375446e-03               899.31   Oct 2011  30-40,99 1175.0008
## 263 1.373843e-03              1648.90   Oct 2017  41-54,99 1391.8740
## 264 1.369202e-03               699.59   Jan 2005  55-69,99  950.2171
## 265 1.359351e-03              1090.98   Mar 2011 70-249,99 1365.0530
## 266 1.357556e-03               874.72   May 2011  30-40,99 1148.6120
## 267 1.357489e-03               920.21   Mar 2012  30-40,99 1194.0507
## 268 1.343370e-03              1638.82   Dec 2016  10-29,99 1387.3481
## 269 1.340204e-03              1102.16   Dec 2010 70-249,99 1366.4854
## 270 1.339573e-03               943.03   Aug 2012  30-40,99 1215.0576
## 271 1.330563e-03              1049.73   May 2010 70-249,99 1319.6143
## 272 1.329615e-03               711.18   Feb 2005  55-69,99  958.1574
## 273 1.324611e-03               905.80   May 2005 70-249,99 1152.3122
## 274 1.323583e-03               704.45   Feb 2005  41-54,99  950.8665
## 275 1.319246e-03              1346.14   Mar 2008  55-69,99 1083.6104
## 276 1.318500e-03               902.88   Aug 2010  55-69,99 1171.5382
## 277 1.316351e-03               906.95   Apr 2011  55-69,99 1176.6533
## 278 1.310744e-03               886.06   Jan 2005 70-249,99 1131.2785
## 279 1.310452e-03              1470.18   Aug 2006 70-249,99 1218.7578
## 280 1.298826e-03              1280.71   Aug 2006  41-54,99 1030.4056
## 281 1.297605e-03               891.13   Oct 2010  41-54,99 1157.6510
## 282 1.283543e-03               903.54   Jun 2011  41-54,99 1169.8611
## 283 1.282276e-03               870.96   Apr 2010  41-54,99 1135.9020
## 284 1.279307e-03              1011.60   Sep 2013  10-29,99 1276.1071
## 285 1.266718e-03              1811.44   Dec 2016 70-249,99 1567.2479
## 286 1.263560e-03              1471.56   May 2007 70-249,99 1219.2331
## 287 1.262350e-03              1155.45   Aug 2012 70-249,99 1419.5204
## 288 1.262187e-03               947.69   Sep 2005 70-249,99 1188.3235
## 289 1.254929e-03              1325.53   Jun 2008  41-54,99 1069.4798
## 290 1.251681e-03              1654.12   Sep 2017  55-69,99 1408.7874
## 291 1.238412e-03               949.61   Nov 2012  30-40,99 1203.8671
## 292 1.234456e-03              1288.96   Jul 2008  30-40,99 1035.0071
## 293 1.230961e-03               890.69   Jul 2011  41-54,99 1151.4990
## 294 1.229057e-03              1740.04   May 2015 70-249,99 1486.9165
## 295 1.229057e-03              1740.04   May 2015 70-249,99 1486.9165
## 296 1.209576e-03              1753.70   Jul 2016 70-249,99 1507.1533
## 297 1.203354e-03              1802.30   Sep 2016 70-249,99 1556.3883
## 298 1.197821e-03               854.16   Jan 2010  41-54,99 1110.2284
## 299 1.192855e-03               904.34   Jan 2012  30-40,99 1161.0387
## 300 1.183331e-03              1620.90   Aug 2017  30-40,99 1382.3598
## 301 1.174678e-03              1319.36   May 2008  55-69,99 1071.6321
## 302 1.173857e-03               943.02   Aug 2011  41-54,99 1197.7078
## 303 1.138787e-03              1593.69   Feb 2017  55-69,99 1359.6826
## 304 1.128832e-03              1264.45   Oct 2006  55-69,99 1031.1001
## 305 1.126898e-03               937.71   Jun 2012  30-40,99 1187.2109
## 306 1.122569e-03               934.93   Mar 2011  55-69,99 1183.9917
## 307 1.109176e-03              1583.49   Sep 2015  10-29,99 1343.0279
## 308 1.109176e-03              1583.49   Sep 2015  10-29,99 1343.0279
## 309 1.103145e-03              1497.40   Apr 2008 70-249,99 1257.3334
## 310 1.088674e-03              1101.88   Oct 2010 70-249,99 1346.0031
## 311 1.084138e-03               719.91   Jan 2005  41-54,99  942.9263
## 312 1.083359e-03               868.54   Mar 2009  41-54,99 1109.7800
## 313 1.079467e-03              1637.78   Sep 2017  10-29,99 1409.9488
## 314 1.074328e-03               947.46   Oct 2011  41-54,99 1191.1114
## 315 1.071186e-03              1576.31   Aug 2015  10-29,99 1340.0018
## 316 1.071186e-03              1576.31   Aug 2015  10-29,99 1340.0018
## 317 1.070297e-03               957.54   Sep 2011  41-54,99 1200.7339
## 318 1.059055e-03              1116.30   Jun 2011 70-249,99 1358.2133
## 319 1.053677e-03               983.89   Dec 2011  55-69,99 1218.8844
## 320 1.049617e-03               977.29   Sep 2012  30-40,99 1218.0837
## 321 1.043341e-03              1756.79   Jan 2017 70-249,99 1532.8036
## 322 1.037233e-03               978.44   Dec 2011  41-54,99 1211.5936
## 323 1.036842e-03              1068.28   Feb 2010 70-249,99 1306.5209
## 324 1.036543e-03               896.06   Jul 2011  30-40,99 1135.3884
## 325 1.034677e-03               866.67   Nov 2008  10-29,99 1094.5883
## 326 1.031024e-03               906.12   Jun 2010  55-69,99 1143.6915
## 327 1.029394e-03              1031.60   Nov 2013  10-29,99 1261.8905
## 328 1.028599e-03              1051.09   May 2009 70-249,99 1286.1539
## 329 1.020715e-03               929.67   Nov 2010  55-69,99 1160.3477
## 330 1.016744e-03              1581.56   Dec 2016  30-40,99 1362.7851
## 331 1.012312e-03              1283.34   Jun 2008  30-40,99 1053.3692
## 332 1.006571e-03              1222.91   Jun 2006  41-54,99 1002.5590
## 333 1.001857e-03              1150.77   Aug 2011 70-249,99 1386.0600
## 334 9.843878e-04              1140.12   Jul 2012 70-249,99 1373.3116
## 335 9.843449e-04               867.85   May 2009  41-54,99 1097.8017
## 336 9.818604e-04               792.00   Aug 2005  55-69,99 1004.2360
## 337 9.814184e-04               763.75   Mar 2005  41-54,99  975.9383
## 338 9.811518e-04              1202.39   Jan 2006  10-29,99  984.8390
## 339 9.763324e-04              1438.80   Sep 2006 70-249,99 1221.7840
## 340 9.683992e-04               874.36   Apr 2009  41-54,99 1102.4416
## 341 9.671493e-04              1200.32   Feb 2006  41-54,99  984.3270
## 342 9.664003e-04               912.60   Jan 2011  41-54,99 1143.6889
## 343 9.654422e-04              1207.29   Jul 2006  55-69,99  991.4877
## 344 9.609411e-04              1613.43   Aug 2017  41-54,99 1398.4704
## 345 9.457849e-04               776.09   Mar 2005  10-29,99  984.3906
## 346 9.454782e-04               999.61   Feb 2013  10-29,99 1227.0023
## 347 9.404353e-04               956.66   Sep 2011  30-40,99 1184.6233
## 348 9.366016e-04              1031.23   Dec 2012  55-69,99 1252.3449
## 349 9.347906e-04              1280.56   Jul 2008  10-29,99 1059.5700
## 350 9.309727e-04              1485.21   Mar 2008 70-249,99 1264.6718
## 351 9.254374e-04               901.44   Jan 2011  30-40,99 1127.5782
## 352 9.225991e-04              1213.02   Apr 2006  41-54,99 1002.0603
## 353 9.209414e-04               977.77   Jun 2012  41-54,99 1203.3216
## 354 9.123510e-04              1276.73   Jul 2008  55-69,99 1058.4085
## 355 9.044826e-04              1301.62   Sep 2008  30-40,99 1084.2420
## 356 9.040486e-04               927.47   Jan 2011  55-69,99 1150.9797
## 357 9.040322e-04               767.60   May 2005  55-69,99  971.2508
## 358 8.988724e-04              1009.03   Oct 2012  55-69,99 1231.8627
## 359 8.986825e-04               982.25   Aug 2005 70-249,99 1185.2974
## 360 8.978774e-04               954.44   Jan 2012  41-54,99 1177.1493
## 361 8.943288e-04               970.02   Nov 2011  41-54,99 1186.5173
## 362 8.855118e-04               905.29   Feb 2010  55-69,99 1125.4595
## 363 8.773307e-04               892.64   Apr 2009  55-69,99 1109.7324
## 364 8.740097e-04               957.21   Jun 2005 70-249,99 1157.4507
## 365 8.718450e-04              1031.72   Dec 2012  41-54,99 1245.0540
## 366 8.699154e-04              1575.95   Oct 2016  10-29,99 1366.8658
## 367 8.693592e-04              1454.92   Oct 2007 70-249,99 1245.6219
## 368 8.648518e-04              1532.27   Jan 2017  30-40,99 1328.3408
## 369 8.567367e-04               778.80   Apr 2005  10-29,99  977.0522
## 370 8.540083e-04              1022.42   Aug 2012  10-29,99 1239.6205
## 371 8.411249e-04              1198.85   May 2006  41-54,99  997.4204
## 372 8.354508e-04              1584.50   Dec 2016  55-69,99 1386.1866
## 373 8.353287e-04              1674.56   Jan 2015 70-249,99 1465.8828
## 374 8.353287e-04              1674.56   Jan 2015 70-249,99 1465.8828
## 375 8.343235e-04              1238.31   Aug 2006  55-69,99 1037.6965
## 376 8.317350e-04               970.61   Jul 2012  41-54,99 1184.9594
## 377 8.290345e-04               997.68   Jan 2013  41-54,99 1210.6097
## 378 8.267801e-04               994.28   Sep 2011  55-69,99 1208.0248
## 379 8.226579e-04              1258.43   Jul 2008  41-54,99 1051.1177
## 380 8.170220e-04              1013.46   Nov 2012  41-54,99 1219.9777
## 381 8.124683e-04               779.35   May 2005  10-29,99  972.4123
## 382 8.103692e-04              1702.42   Dec 2014 70-249,99 1500.3271
## 383 8.103692e-04              1702.42   Dec 2014 70-249,99 1500.3271
## 384 8.100071e-04              1008.59   Jan 2013  10-29,99 1219.0620
## 385 8.073091e-04              1215.19   Mar 2006  10-29,99 1017.8510
## 386 8.052540e-04               974.18   Feb 2012  41-54,99 1185.0896
## 387 8.045842e-04              1013.75   Oct 2012  41-54,99 1224.5718
## 388 7.986516e-04               886.54   Mar 2009  30-40,99 1093.6694
## 389 7.925512e-04              1531.37   Jul 2017  30-40,99 1336.1510
## 390 7.892828e-04              1735.56   Feb 2017 70-249,99 1540.7439
## 391 7.807748e-04              1030.78   Aug 2012  55-69,99 1238.4591
## 392 7.794908e-04              1023.66   Aug 2012  41-54,99 1231.1682
## 393 7.775743e-04              1578.12   Mar 2017  55-69,99 1384.7543
## 394 7.767447e-04              1282.66   Aug 2008  30-40,99 1081.2159
## 395 7.764299e-04               985.28   Feb 2012  55-69,99 1192.3804
## 396 7.752267e-04               738.23   Jan 2005  30-40,99  926.8157
## 397 7.732653e-04               913.26   Mar 2009  55-69,99 1117.0708
## 398 7.677176e-04              1035.55   Sep 2012  55-69,99 1241.4852
## 399 7.634176e-04              1067.59   Aug 2013  55-69,99 1271.9195
## 400 7.618448e-04              1062.82   Jan 2009 70-249,99 1265.1202
## 401 7.498502e-04              1235.56   Dec 2012 70-249,99 1433.4062
## 402 7.495404e-04               962.38   Oct 2010  55-69,99 1164.9418
## 403 7.494795e-04              1042.28   Apr 2013  10-29,99 1244.7356
## 404 7.482701e-04               981.13   Jan 2012  55-69,99 1184.4401
## 405 7.478188e-04               965.60   Jul 2012  30-40,99 1168.8488
## 406 7.449190e-04              1031.34   Sep 2012  41-54,99 1234.1944
## 407 7.435180e-04               766.69   Jan 2005  10-29,99  951.3786
## 408 7.353207e-04               776.16   Mar 2005  30-40,99  959.8277
## 409 7.335219e-04              1540.07   Jul 2017  41-54,99 1352.2616
## 410 7.204383e-04              1542.73   Mar 2016  10-29,99 1352.4553
## 411 7.147885e-04              1562.33   Dec 2016  41-54,99 1378.8958
## 412 7.126072e-04              1022.76   Apr 2013  30-40,99 1220.1727
## 413 7.098233e-04               816.49   Aug 2005  41-54,99  996.9452
## 414 7.091382e-04              1516.03   Jul 2016  10-29,99 1327.2534
## 415 7.025418e-04               778.50   Jul 2005  55-69,99  958.0272
## 416 7.008261e-04              1268.78   Apr 2008  10-29,99 1077.4335
## 417 7.000002e-04              1068.97   Aug 2013  41-54,99 1264.6287
## 418 6.981616e-04              1543.56   Nov 2016  10-29,99 1362.2718
## 419 6.919405e-04              1541.96   Jul 2017  55-69,99 1359.5524
## 420 6.847145e-04              1735.29   May 2017 70-249,99 1553.8374
## 421 6.839711e-04              1566.74   Sep 2017  30-40,99 1385.3859
## 422 6.808195e-04              1503.77   Jul 2016  41-54,99 1318.8011
## 423 6.781639e-04              1288.58   Sep 2008  41-54,99 1100.3526
## 424 6.733967e-04              1557.42   Aug 2016  10-29,99 1373.4622
## 425 6.733243e-04              1737.31   Aug 2016 70-249,99 1553.3621
## 426 6.677837e-04              1485.88   Jul 2016  30-40,99 1302.6905
## 427 6.663759e-04               980.12   May 2011  55-69,99 1172.0134
## 428 6.586793e-04              1188.10   Jun 2006  55-69,99 1009.8498
## 429 6.575932e-04              1162.30   Jul 2006  41-54,99  984.1968
## 430 6.553081e-04              1469.65   Jan 2015  55-69,99 1284.8214
## 431 6.553081e-04              1469.65   Jan 2015  55-69,99 1284.8214
## 432 6.497969e-04              1210.45   Jan 2013 70-249,99 1398.9619
## 433 6.434588e-04               898.14   Jan 2009  55-69,99 1084.0588
## 434 6.414466e-04               970.52   Jul 2011  55-69,99 1158.7898
## 435 6.408311e-04              1387.98   Oct 2006 70-249,99 1212.1614
## 436 6.403784e-04               804.49   Apr 2005  55-69,99  975.8907
## 437 6.376268e-04              1476.75   Mar 2015  30-40,99 1294.4320
## 438 6.376268e-04              1476.75   Mar 2015  30-40,99 1294.4320
## 439 6.304433e-04               764.69   Feb 2005  30-40,99  934.7559
## 440 6.287648e-04               806.55   Jun 2005  55-69,99  976.3894
## 441 6.269089e-04               799.51   Jun 2005  41-54,99  969.0985
## 442 6.228688e-04              1553.41   Sep 2016  10-29,99 1376.4884
## 443 6.224651e-04              1013.19   Nov 2011  55-69,99 1193.8082
## 444 6.218232e-04               783.59   Apr 2005  30-40,99  952.4893
## 445 6.202137e-04              1652.05   Nov 2014 70-249,99 1475.2508
## 446 6.202137e-04              1652.05   Nov 2014 70-249,99 1475.2508
## 447 6.158224e-04              1670.73   Apr 2015 70-249,99 1491.5564
## 448 6.158224e-04              1670.73   Apr 2015 70-249,99 1491.5564
## 449 6.150207e-04              1652.88   Feb 2015 70-249,99 1473.8230
## 450 6.150207e-04              1652.88   Feb 2015 70-249,99 1473.8230
## 451 6.148895e-04              1025.86   Mar 2012  41-54,99 1210.1613
## 452 6.145040e-04               886.91   Feb 2009  30-40,99 1068.5976
## 453 6.110923e-04               923.91   May 2009  55-69,99 1105.0926
## 454 6.092849e-04              1283.03   Aug 2008  55-69,99 1104.6173
## 455 6.049204e-04              1542.39   Sep 2016  41-54,99 1368.0361
## 456 6.001520e-04               798.03   May 2005  41-54,99  963.9600
## 457 5.926196e-04               988.40   Apr 2011  41-54,99 1169.3625
## 458 5.866551e-04              1224.60   Dec 2011 70-249,99 1399.9458
## 459 5.863832e-04              1573.68   Aug 2017  55-69,99 1405.7612
## 460 5.860991e-04              1283.79   Sep 2008  10-29,99 1108.8049
## 461 5.745415e-04               917.48   Feb 2009  10-29,99 1093.1606
## 462 5.562495e-04              1022.89   May 2012  41-54,99 1198.1830
## 463 5.558525e-04              1499.77   Feb 2017  30-40,99 1336.2811
## 464 5.483552e-04              1167.35   May 2006  55-69,99 1004.7113
## 465 5.461199e-04              1045.73   Feb 2013  41-54,99 1218.5500
## 466 5.460571e-04               913.95   Jan 2009  10-29,99 1085.2203
## 467 5.417083e-04              1539.31   Jun 2017  55-69,99 1377.9146
## 468 5.409812e-04              1032.10   Aug 2011  55-69,99 1204.9986
## 469 5.381543e-04              1170.47   Apr 2006  55-69,99 1009.3511
## 470 5.374901e-04              1023.05   Jan 2013  30-40,99 1194.4991
## 471 5.374256e-04              1193.20   Jan 2012 70-249,99 1365.5015
## 472 5.369481e-04              1491.65   Feb 2016  10-29,99 1327.3836
## 473 5.337654e-04              1038.40   Apr 2012  55-69,99 1210.1137
## 474 5.250984e-04               819.03   Oct 2005  30-40,99  974.2382
## 475 5.144897e-04              1506.41   Jun 2016  10-29,99 1345.6156
## 476 5.006197e-04              1078.11   Apr 2013  55-69,99 1243.5742
## 477 5.005629e-04              1212.90   Nov 2011 70-249,99 1374.8695
## 478 4.983928e-04               817.39   Apr 2005  41-54,99  968.5999
## 479 4.967390e-04              1744.40   Sep 2017 70-249,99 1589.8487
## 480 4.899183e-04              1530.95   Mar 2017  41-54,99 1377.4634
## 481 4.886218e-04              1038.97   Feb 2013  30-40,99 1202.4394
## 482 4.812730e-04              1657.29   Mar 2015 70-249,99 1498.8948
## 483 4.812730e-04              1657.29   Mar 2015 70-249,99 1498.8948
## 484 4.768163e-04              1228.88   Apr 2012 70-249,99 1391.1751
## 485 4.606723e-04              1514.32   May 2017  41-54,99 1365.4852
## 486 4.567660e-04              1463.06   Aug 2014  10-29,99 1306.5414
## 487 4.567660e-04              1463.06   Aug 2014  10-29,99 1306.5414
## 488 4.552627e-04              1060.11   Jan 2013  55-69,99 1217.9006
## 489 4.520085e-04              1136.87   Dec 2005  30-40,99  994.7204
## 490 4.516412e-04              1086.46   Mar 2013  41-54,99 1243.6217
## 491 4.470480e-04              1733.44   Aug 2017 70-249,99 1586.8226
## 492 4.464144e-04              1548.01   Sep 2017  41-54,99 1401.4965
## 493 4.429400e-04              1062.19   Mar 2012  10-29,99 1218.6136
## 494 4.423123e-04               847.90   Oct 2005  41-54,99  990.3488
## 495 4.414703e-04              1049.31   May 2012  55-69,99 1205.4739
## 496 4.401820e-04              1513.74   Aug 2016  41-54,99 1365.0099
## 497 4.395087e-04              1266.73   Sep 2012 70-249,99 1422.5465
## 498 4.389972e-04              1184.10   Jul 2011 70-249,99 1339.8512
## 499 4.389854e-04              1235.95   Jun 2012 70-249,99 1391.6737
## 500 4.334608e-04              1078.52   Dec 2012  30-40,99 1228.9434
## 501 4.314257e-04              1452.06   Oct 2014  10-29,99 1299.9450
## 502 4.314257e-04              1452.06   Oct 2014  10-29,99 1299.9450
## 503 4.311451e-04              1504.83   Feb 2017  10-29,99 1360.8440
## 504 4.311197e-04              1335.12   Jun 2006 70-249,99 1190.9112
## 505 4.303730e-04              1104.36   Jan 2006  30-40,99  960.2761
## 506 4.283950e-04              1684.18   Nov 2016 70-249,99 1542.1717
## 507 4.282501e-04              1138.43   Dec 2013  10-29,99 1286.9668
## 508 4.243976e-04              1122.07   Feb 2009 70-249,99 1273.0605
## 509 4.238181e-04              1448.76   Feb 2016  30-40,99 1302.8207
## 510 4.089191e-04              1494.24   Apr 2017  30-40,99 1354.0144
## 511 3.937233e-04              1486.97   May 2017  30-40,99 1349.3746
## 512 3.928843e-04              1104.33   Mar 2013  55-69,99 1250.9126
## 513 3.925365e-04              1152.92   Mar 2009 70-249,99 1298.1322
## 514 3.914712e-04              1143.79   Dec 2013  55-69,99 1285.8053
## 515 3.891310e-04              1045.09   Oct 2005 70-249,99 1178.7010
## 516 3.847030e-04              1633.67   Jun 2015 70-249,99 1492.0550
## 517 3.847030e-04              1633.67   Jun 2015 70-249,99 1492.0550
## 518 3.837189e-04              1006.41   Jul 2005 70-249,99 1139.0886
## 519 3.767842e-04              1311.30   May 2014 70-249,99 1453.4561
## 520 3.767842e-04              1311.30   May 2014 70-249,99 1453.4561
## 521 3.745277e-04              1486.09   Aug 2016  30-40,99 1348.8993
## 522 3.727381e-04               819.97   Jul 2005  41-54,99  950.7364
## 523 3.718358e-04              1094.18   Jun 2013  41-54,99 1236.7820
## 524 3.714827e-04              1209.80   May 2011 70-249,99 1353.0748
## 525 3.685596e-04               919.95   Jan 2009  30-40,99 1060.6574
## 526 3.685075e-04               877.24   Sep 2005  55-69,99 1007.2622
## 527 3.660018e-04               818.27   May 2005  30-40,99  947.8494
## 528 3.654264e-04              1212.79   Oct 2008  30-40,99 1074.6195
## 529 3.649277e-04              1484.86   Feb 2017  41-54,99 1352.3917
## 530 3.593959e-04              1232.54   Feb 2012 70-249,99 1373.4417
## 531 3.543862e-04              1100.88   May 2013  10-29,99 1240.0958
## 532 3.415148e-04               872.47   Oct 2005  55-69,99  997.6396
## 533 3.408499e-04              1090.98   Mar 2013  30-40,99 1227.5111
## 534 3.398758e-04              1119.66   Feb 2006  55-69,99  991.6178
## 535 3.385438e-04              1238.77   Aug 2008  10-29,99 1105.7788
## 536 3.380599e-04              1076.25   Dec 2005 70-249,99 1199.1832
## 537 3.374685e-04              1271.05   Feb 2013 70-249,99 1406.9022
## 538 3.354912e-04              1075.14   Apr 2012  10-29,99 1211.2752
## 539 3.309552e-04              1133.12   Sep 2013  41-54,99 1267.6548
## 540 3.307744e-04              1114.02   Aug 2013  30-40,99 1248.5180
## 541 3.278109e-04              1117.65   Sep 2013  30-40,99 1251.5442
## 542 3.258147e-04              1446.24   Jan 2016  55-69,99 1318.2819
## 543 3.217636e-04              1634.14   Nov 2015 70-249,99 1508.7112
## 544 3.217636e-04              1634.14   Nov 2015 70-249,99 1508.7112
## 545 3.152860e-04              1089.36   Jun 2013  30-40,99 1220.6714
## 546 3.143557e-04              1220.73   Dec 2008  30-40,99 1095.1017
## 547 3.123860e-04              1112.38   Nov 2005  10-29,99  994.2070
## 548 3.119138e-04              1224.98   Aug 2008  41-54,99 1097.3265
## 549 3.093922e-04              1475.72   Dec 2015  55-69,99 1352.7262
## 550 3.093922e-04              1475.72   Dec 2015  55-69,99 1352.7262
## 551 3.087221e-04              1631.84   Feb 2016 70-249,99 1507.2835
## 552 3.050164e-04              1460.97   Jun 2016  41-54,99 1337.1633
## 553 3.047519e-04               859.31   Jun 2005  10-29,99  977.5508
## 554 3.025045e-04              1439.21   May 2016  30-40,99 1315.9141
## 555 3.023850e-04              1216.64   Nov 2008  55-69,99 1093.4269
## 556 2.999611e-04              1481.19   Oct 2016  41-54,99 1358.4135
## 557 2.973535e-04              1490.20   Jun 2017  41-54,99 1370.6237
## 558 2.964415e-04               888.78   Aug 2005  10-29,99 1005.3975
## 559 2.924311e-04              1486.93   Oct 2016  55-69,99 1365.7044
## 560 2.898266e-04              1564.91   Jul 2014 70-249,99 1440.2325
## 561 2.898266e-04              1564.91   Jul 2014 70-249,99 1440.2325
## 562 2.881835e-04              1084.44   Jun 2012  55-69,99 1210.6124
## 563 2.860152e-04              1220.26   Oct 2008  55-69,99 1098.0209
## 564 2.848052e-04              1471.56   Sep 2016  30-40,99 1351.9255
## 565 2.839484e-04              1440.66   Mar 2015  10-29,99 1318.9949
## 566 2.839484e-04              1440.66   Mar 2015  10-29,99 1318.9949
## 567 2.834010e-04              1126.32   Mar 2006  41-54,99 1009.3987
## 568 2.808992e-04              1308.03   Mar 2013 70-249,99 1431.9739
## 569 2.796112e-04               845.93   Jul 2005  10-29,99  959.1887
## 570 2.795611e-04              1444.62   Jul 2016  55-69,99 1326.0920
## 571 2.789775e-04              1078.79   Jul 2013  30-40,99 1202.3092
## 572 2.769708e-04              1274.82   Mar 2012 70-249,99 1398.5135
## 573 2.747580e-04              1454.17   Apr 2016  41-54,99 1336.6646
## 574 2.706819e-04              1648.83   Dec 2015 70-249,99 1533.7875
## 575 2.706819e-04              1648.83   Dec 2015 70-249,99 1533.7875
## 576 2.695749e-04              1097.00   Jul 2013  41-54,99 1218.4199
## 577 2.670613e-04              1194.89   Jun 2008  55-69,99 1076.7707
## 578 2.666349e-04              1064.93   Nov 2005 70-249,99 1174.1069
## 579 2.637205e-04              1305.04   Jun 2013 70-249,99 1425.1342
## 580 2.627844e-04              1105.96   Feb 2013  55-69,99 1225.8408
## 581 2.622986e-04              1466.82   Jun 2017  30-40,99 1354.5131
## 582 2.616015e-04              1110.41   Nov 2012  55-69,99 1227.2686
## 583 2.546856e-04              1079.77   Oct 2011  55-69,99 1198.4022
## 584 2.519939e-04              1425.11   Apr 2015  55-69,99 1310.4950
## 585 2.519939e-04              1425.11   Apr 2015  55-69,99 1310.4950
## 586 2.473771e-04              1610.84   Jan 2016 70-249,99 1499.3432
## 587 2.471015e-04              1479.13   Apr 2017  41-54,99 1370.1250
## 588 2.469766e-04              1296.12   Oct 2012 70-249,99 1412.9240
## 589 2.458944e-04              1122.97   May 2013  55-69,99 1238.9343
## 590 2.444301e-04              1485.83   Apr 2017  55-69,99 1377.4159
## 591 2.438236e-04              1486.02   Sep 2016  55-69,99 1375.3269
## 592 2.435191e-04              1128.67   Jun 2013  55-69,99 1244.0728
## 593 2.426796e-04              1455.55   Apr 2016  10-29,99 1345.1169
## 594 2.422846e-04              1298.52   Apr 2006 70-249,99 1190.4125
## 595 2.421135e-04               992.21   May 2009  10-29,99 1106.2540
## 596 2.391964e-04              1468.60   Mar 2017  30-40,99 1361.3528
## 597 2.389621e-04              1521.09   Jul 2013 70-249,99 1406.7720
## 598 2.362311e-04              1101.87   May 2013  30-40,99 1215.5328
## 599 2.354974e-04              1380.03   Jul 2015  30-40,99 1269.2301
## 600 2.354974e-04              1380.03   Jul 2015  30-40,99 1269.2301
## 601 2.354906e-04              1403.56   Feb 2015  55-69,99 1292.7617
## 602 2.354906e-04              1403.56   Feb 2015  55-69,99 1292.7617
## 603 2.227486e-04              1131.55   Oct 2013  30-40,99 1241.9216
## 604 2.174049e-04              1152.35   Jul 2014  10-29,99 1260.3326
## 605 2.174049e-04              1152.35   Jul 2014  10-29,99 1260.3326
## 606 2.156749e-04              1432.00   Mar 2016  30-40,99 1327.8924
## 607 2.144337e-04              1248.86   Apr 2011 70-249,99 1357.7146
## 608 2.138804e-04              1195.94   Dec 2008 70-249,99 1299.5645
## 609 2.134777e-04              1287.25   May 2006 70-249,99 1185.7726
## 610 2.125597e-04              1403.83   May 2015  41-54,99 1298.5643
## 611 2.125597e-04              1403.83   May 2015  41-54,99 1298.5643
## 612 2.028027e-04              1621.33   May 2016 70-249,99 1520.3769
## 613 2.024053e-04              1167.87   Aug 2013  10-29,99 1273.0810
## 614 2.015650e-04              1626.16   Jun 2016 70-249,99 1525.5155
## 615 1.945053e-04              1387.33   Sep 2014 70-249,99 1489.4674
## 616 1.945053e-04              1387.33   Sep 2014 70-249,99 1489.4674
## 617 1.923840e-04              1133.71   Apr 2013  41-54,99 1236.2833
## 618 1.920814e-04              1417.90   Mar 2015  55-69,99 1317.8334
## 619 1.920814e-04              1417.90   Mar 2015  55-69,99 1317.8334
## 620 1.879959e-04              1423.42   Feb 2016  55-69,99 1326.2221
## 621 1.865242e-04              1416.26   Jan 2016  10-29,99 1319.4433
## 622 1.856795e-04               888.54   Aug 2005  30-40,99  980.8346
## 623 1.834201e-04              1659.73   Mar 2017 70-249,99 1565.8156
## 624 1.817741e-04              1188.18   Oct 2008  41-54,99 1090.7301
## 625 1.800366e-04               909.09   Sep 2005  41-54,99  999.9713
## 626 1.789374e-04              1204.33   Sep 2008  55-69,99 1107.6435
## 627 1.787789e-04              1426.81   May 2016  41-54,99 1332.0247
## 628 1.710092e-04              1614.32   Aug 2015 70-249,99 1519.9017
## 629 1.710092e-04              1614.32   Aug 2015 70-249,99 1519.9017
## 630 1.699200e-04              1380.10   Jan 2015  10-29,99 1285.9829
## 631 1.699200e-04              1380.10   Jan 2015  10-29,99 1285.9829
## 632 1.694558e-04              1262.96   Jul 2006 70-249,99 1172.5490
## 633 1.682598e-04              1348.63   Apr 2014  30-40,99 1253.6331
## 634 1.682598e-04              1348.63   Apr 2014  30-40,99 1253.6331
## 635 1.678958e-04              1399.41   May 2015  55-69,99 1305.8552
## 636 1.678958e-04              1399.41   May 2015  55-69,99 1305.8552
## 637 1.639729e-04              1629.41   Jul 2017 70-249,99 1540.6138
## 638 1.605248e-04              1410.37   Apr 2016  30-40,99 1320.5540
## 639 1.599037e-04              1172.97   Oct 2013  10-29,99 1266.4846
## 640 1.590549e-04              1447.64   Nov 2016  55-69,99 1361.1103
## 641 1.557370e-04              1172.83   Dec 2013  30-40,99 1262.4038
## 642 1.543959e-04              1645.14   Jun 2017 70-249,99 1558.9759
## 643 1.518659e-04              1161.76   Feb 2014  41-54,99 1252.0104
## 644 1.518659e-04              1161.76   Feb 2014  41-54,99 1252.0104
## 645 1.505431e-04              1405.91   Feb 2016  41-54,99 1318.9313
## 646 1.488784e-04              1002.57   Feb 2009  55-69,99 1091.9991
## 647 1.487873e-04              1051.20   Nov 2005  30-40,99  969.6441
## 648 1.482815e-04               870.51   Jun 2005  30-40,99  952.9879
## 649 1.479780e-04               995.55   Feb 2009  41-54,99 1084.7083
## 650 1.472103e-04              1483.30   Oct 2017  55-69,99 1399.1648
## 651 1.464536e-04              1458.09   Aug 2016  55-69,99 1372.3008
## 652 1.453045e-04              1142.50   May 2013  41-54,99 1231.6435
## 653 1.447466e-04              1137.90   Jul 2013  10-29,99 1226.8722
## 654 1.419572e-04              1137.60   Jul 2013  55-69,99 1225.7107
## 655 1.391885e-04              1630.40   Oct 2016 70-249,99 1546.7657
## 656 1.363856e-04              1369.90   Mar 2014  55-69,99 1284.3730
## 657 1.363856e-04              1369.90   Mar 2014  55-69,99 1284.3730
## 658 1.356080e-04              1369.42   Jul 2015  41-54,99 1285.3407
## 659 1.356080e-04              1369.42   Jul 2015  41-54,99 1285.3407
## 660 1.339414e-04              1097.07   Mar 2006  55-69,99 1016.6895
## 661 1.317970e-04              1360.42   Jan 2015  41-54,99 1277.5306
## 662 1.317970e-04              1360.42   Jan 2015  41-54,99 1277.5306
## 663 1.297216e-04              1326.04   Nov 2012 70-249,99 1408.3299
## 664 1.283566e-04              1302.33   May 2012 70-249,99 1386.5352
## 665 1.280113e-04              1369.31   Aug 2013 70-249,99 1452.9808
## 666 1.254680e-04              1341.80   Apr 2013 70-249,99 1424.6355
## 667 1.245102e-04              1568.16   Aug 2014 70-249,99 1486.4413
## 668 1.245102e-04              1568.16   Aug 2014 70-249,99 1486.4413
## 669 1.229980e-04              1593.38   Oct 2015 70-249,99 1513.3053
## 670 1.229980e-04              1593.38   Oct 2015 70-249,99 1513.3053
## 671 1.219081e-04              1307.01   Sep 2011 70-249,99 1389.0861
## 672 1.212044e-04              1417.36   May 2016  55-69,99 1339.3156
## 673 1.211316e-04               860.08   Jul 2005  30-40,99  934.6258
## 674 1.208063e-04              1429.21   Mar 2016  55-69,99 1351.2939
## 675 1.195515e-04              1391.10   Jun 2015  10-29,99 1312.1551
## 676 1.195515e-04              1391.10   Jun 2015  10-29,99 1312.1551
## 677 1.143280e-04              1199.89   Apr 2014  10-29,99 1278.1961
## 678 1.143280e-04              1199.89   Apr 2014  10-29,99 1278.1961
## 679 1.098050e-04              1368.29   Jul 2015  55-69,99 1292.6316
## 680 1.098050e-04              1368.29   Jul 2015  55-69,99 1292.6316
## 681 1.095558e-04              1178.31   Nov 2013  41-54,99 1253.4382
## 682 1.082207e-04              1186.06   Nov 2013  55-69,99 1260.7290
## 683 1.075389e-04              1598.53   Apr 2016 70-249,99 1525.0168
## 684 1.059765e-04              1361.92   Jun 2015  30-40,99 1287.5922
## 685 1.059765e-04              1361.92   Jun 2015  30-40,99 1287.5922
## 686 1.047650e-04              1391.93   Nov 2015  41-54,99 1320.3590
## 687 1.047650e-04              1391.93   Nov 2015  41-54,99 1320.3590
## 688 1.043831e-04              1398.72   Oct 2015  41-54,99 1324.9531
## 689 1.043831e-04              1398.72   Oct 2015  41-54,99 1324.9531
## 690 1.022141e-04              1360.09   Apr 2015  30-40,99 1287.0936
## 691 1.022141e-04              1360.09   Apr 2015  30-40,99 1287.0936
## 692 1.021802e-04              1407.56   Sep 2015  41-54,99 1334.5756
## 693 1.021802e-04              1407.56   Sep 2015  41-54,99 1334.5756
## 694 9.452476e-05              1543.89   Jul 2015 70-249,99 1473.6929
## 695 9.452476e-05              1543.89   Jul 2015 70-249,99 1473.6929
## 696 9.359897e-05              1327.76   Jun 2008 70-249,99 1257.8320
## 697 9.086969e-05               929.31   Nov 2005  55-69,99  993.0456
## 698 8.858567e-05              1400.20   Oct 2015  55-69,99 1332.2440
## 699 8.858567e-05              1400.20   Oct 2015  55-69,99 1332.2440
## 700 8.793355e-05              1393.22   Nov 2015  55-69,99 1327.6499
## 701 8.793355e-05              1393.22   Nov 2015  55-69,99 1327.6499
## 702 8.780950e-05              1204.93   May 2014  10-29,99 1273.5562
## 703 8.780950e-05              1204.93   May 2014  10-29,99 1273.5562
## 704 8.738874e-05              1377.26   Jan 2016  41-54,99 1310.9910
## 705 8.269515e-05              1596.82   Mar 2016 70-249,99 1532.3552
## 706 8.182679e-05              1208.05   Sep 2013  55-69,99 1274.9456
## 707 8.131162e-05              1125.23   Jul 2012  55-69,99 1192.2503
## 708 7.979617e-05              1313.06   Oct 2011 70-249,99 1379.4636
## 709 7.937841e-05              1216.73   Aug 2014  30-40,99 1281.9785
## 710 7.937841e-05              1216.73   Aug 2014  30-40,99 1281.9785
## 711 7.891531e-05              1342.14   Mar 2014  41-54,99 1277.0821
## 712 7.891531e-05              1342.14   Mar 2014  41-54,99 1277.0821
## 713 7.852493e-05              1358.26   Nov 2014  10-29,99 1295.3509
## 714 7.852493e-05              1358.26   Nov 2014  10-29,99 1295.3509
## 715 7.796977e-05              1407.05   Jun 2016  55-69,99 1344.4541
## 716 7.578788e-05              1131.71   Nov 2008  30-40,99 1070.0254
## 717 7.431250e-05              1377.68   Aug 2015  30-40,99 1315.4389
## 718 7.431250e-05              1377.68   Aug 2015  30-40,99 1315.4389
## 719 7.394690e-05              1201.73   Oct 2013  55-69,99 1265.3231
## 720 7.392439e-05              1528.58   Dec 2013 70-249,99 1466.8666
## 721 7.290077e-05              1165.43   Jan 2014  30-40,99 1227.9595
## 722 7.290077e-05              1165.43   Jan 2014  30-40,99 1227.9595
## 723 7.231002e-05              1527.71   Mar 2014 70-249,99 1465.4343
## 724 7.231002e-05              1527.71   Mar 2014 70-249,99 1465.4343
## 725 7.141256e-05              1394.42   Oct 2015  10-29,99 1333.4054
## 726 7.141256e-05              1394.42   Oct 2015  10-29,99 1333.4054
## 727 7.069201e-05              1400.08   May 2016  10-29,99 1340.4770
## 728 6.340395e-05              1400.45   Mar 2016  41-54,99 1344.0030
## 729 6.283483e-05              1375.54   Dec 2014  55-69,99 1319.2657
## 730 6.283483e-05              1375.54   Dec 2014  55-69,99 1319.2657
## 731 6.278593e-05              1063.52   Dec 2008  10-29,99 1119.6646
## 732 6.130091e-05              1612.77   Apr 2017 70-249,99 1558.4772
## 733 6.064275e-05              1359.43   Apr 2015  41-54,99 1303.2042
## 734 6.064275e-05              1359.43   Apr 2015  41-54,99 1303.2042
## 735 6.021920e-05              1349.28   Nov 2014  55-69,99 1294.1894
## 736 6.021920e-05              1349.28   Nov 2014  55-69,99 1294.1894
## 737 5.833260e-05              1172.62   Dec 2008  55-69,99 1118.5031
## 738 5.756884e-05              1120.75   Jun 2011  55-69,99 1177.1520
## 739 5.708488e-05              1214.91   Jun 2014  41-54,99 1270.2424
## 740 5.708488e-05              1214.91   Jun 2014  41-54,99 1270.2424
## 741 5.605566e-05              1060.89   Dec 2005  41-54,99 1010.8310
## 742 5.484356e-05              1332.93   Jun 2014  10-29,99 1278.6947
## 743 5.484356e-05              1332.93   Jun 2014  10-29,99 1278.6947
## 744 5.371671e-05              1247.44   Sep 2014  41-54,99 1301.1152
## 745 5.371671e-05              1247.44   Sep 2014  41-54,99 1301.1152
## 746 5.354886e-05              1371.30   Sep 2015  30-40,99 1318.4650
## 747 5.354886e-05              1371.30   Sep 2015  30-40,99 1318.4650
## 748 5.352565e-05              1364.48   Apr 2015  10-29,99 1311.6565
## 749 5.352565e-05              1364.48   Apr 2015  10-29,99 1311.6565
## 750 5.328517e-05              1394.05   Oct 2016  30-40,99 1342.3029
## 751 5.202953e-05              1313.50   Jan 2015  30-40,99 1261.4200
## 752 5.202953e-05              1313.50   Jan 2015  30-40,99 1261.4200
## 753 5.186405e-05              1355.70   Jun 2015  41-54,99 1303.7028
## 754 5.186405e-05              1355.70   Jun 2015  41-54,99 1303.7028
## 755 5.140590e-05              1345.56   Jul 2015  10-29,99 1293.7930
## 756 5.140590e-05              1345.56   Jul 2015  10-29,99 1293.7930
## 757 4.934760e-05              1256.96   Sep 2014  55-69,99 1308.4061
## 758 4.934760e-05              1256.96   Sep 2014  55-69,99 1308.4061
## 759 4.573794e-05              1027.20   Jan 2009  41-54,99 1076.7680
## 760 4.040968e-05              1354.74   Oct 2015  30-40,99 1308.8425
## 761 4.040968e-05              1354.74   Oct 2015  30-40,99 1308.8425
## 762 3.944228e-05              1389.35   Dec 2015  41-54,99 1345.4353
## 763 3.944228e-05              1389.35   Dec 2015  41-54,99 1345.4353
## 764 3.922541e-05               941.44   Sep 2005  30-40,99  983.8607
## 765 3.760866e-05              1230.47   Oct 2014  30-40,99 1275.3821
## 766 3.760866e-05              1230.47   Oct 2014  30-40,99 1275.3821
## 767 3.739954e-05              1396.65   Dec 2015  10-29,99 1353.8876
## 768 3.739954e-05              1396.65   Dec 2015  10-29,99 1353.8876
## 769 3.502957e-05              1278.41   Dec 2014  10-29,99 1320.4272
## 770 3.502957e-05              1278.41   Dec 2014  10-29,99 1320.4272
## 771 3.328348e-05              1124.67   Jan 2006 70-249,99 1164.7389
## 772 3.312486e-05              1016.36   Jan 2006  41-54,99  976.3867
## 773 3.288324e-05              1413.60   Sep 2013 70-249,99 1456.0070
## 774 3.278640e-05              1564.27   Sep 2015 70-249,99 1522.9278
## 775 3.278640e-05              1564.27   Sep 2015 70-249,99 1522.9278
## 776 3.113309e-05              1351.28   Jun 2015  55-69,99 1310.9937
## 777 3.113309e-05              1351.28   Jun 2015  55-69,99 1310.9937
## 778 3.097914e-05              1150.65   Dec 2008  41-54,99 1111.2123
## 779 2.919694e-05              1380.88   Sep 2015  55-69,99 1341.8665
## 780 2.919694e-05              1380.88   Sep 2015  55-69,99 1341.8665
## 781 2.898802e-05              1204.64   Jan 2014  41-54,99 1244.0701
## 782 2.898802e-05              1204.64   Jan 2014  41-54,99 1244.0701
## 783 2.885334e-05              1327.53   Sep 2008 70-249,99 1288.7048
## 784 2.627466e-05              1375.85   Aug 2015  55-69,99 1338.8404
## 785 2.627466e-05              1375.85   Aug 2015  55-69,99 1338.8404
## 786 2.559851e-05              1211.94   May 2014  30-40,99 1248.9933
## 787 2.559851e-05              1211.94   May 2014  30-40,99 1248.9933
## 788 2.496561e-05              1395.83   Jan 2014 70-249,99 1432.4223
## 789 2.496561e-05              1395.83   Jan 2014 70-249,99 1432.4223
## 790 2.431879e-05               985.15   Dec 2005  55-69,99 1018.1219
## 791 2.337671e-05              1261.54   Dec 2014  30-40,99 1295.8643
## 792 2.337671e-05              1261.54   Dec 2014  30-40,99 1295.8643
## 793 2.304686e-05              1222.53   Oct 2013  41-54,99 1258.0323
## 794 2.231421e-05              1237.80   May 2014  55-69,99 1272.3947
## 795 2.231421e-05              1237.80   May 2014  55-69,99 1272.3947
## 796 2.212762e-05              1205.35   Feb 2006 70-249,99 1172.6792
## 797 2.212028e-05              1405.39   May 2017  55-69,99 1372.7760
## 798 2.010632e-05               968.43   Oct 2005  10-29,99  998.8011
## 799 1.998795e-05              1301.64   Feb 2015  30-40,99 1269.3602
## 800 1.998795e-05              1301.64   Feb 2015  30-40,99 1269.3602
## 801 1.862954e-05              1351.65   Jun 2016  30-40,99 1321.0527
## 802 1.862584e-05              1362.71   Aug 2015  41-54,99 1331.5495
## 803 1.862584e-05              1362.71   Aug 2015  41-54,99 1331.5495
## 804 1.831177e-05              1609.90   Oct 2017 70-249,99 1580.2262
## 805 1.786878e-05              1283.48   Jan 2014  10-29,99 1252.5225
## 806 1.786878e-05              1283.48   Jan 2014  10-29,99 1252.5225
## 807 1.777145e-05              1340.98   Mar 2015  41-54,99 1310.5426
## 808 1.777145e-05              1340.98   Mar 2015  41-54,99 1310.5426
## 809 1.734363e-05              1315.78   Aug 2008 70-249,99 1285.6787
## 810 1.672729e-05              1389.75   May 2013 70-249,99 1419.9956
## 811 1.612250e-05              1250.06   Oct 2008 70-249,99 1279.0823
## 812 1.587590e-05              1265.08   Feb 2014  30-40,99 1235.8998
## 813 1.587590e-05              1265.08   Feb 2014  30-40,99 1235.8998
## 814 1.575215e-05              1298.81   Apr 2014  41-54,99 1269.7437
## 815 1.575215e-05              1298.81   Apr 2014  41-54,99 1269.7437
## 816 1.558438e-05               959.36   Nov 2005  41-54,99  985.7547
## 817 1.544747e-05              1475.45   Oct 2013 70-249,99 1446.3844
## 818 1.496389e-05              1207.44   Jul 2014  30-40,99 1235.7697
## 819 1.496389e-05              1207.44   Jul 2014  30-40,99 1235.7697
## 820 1.494551e-05              1339.42   Dec 2014  41-54,99 1311.9749
## 821 1.494551e-05              1339.42   Dec 2014  41-54,99 1311.9749
## 822 1.463090e-05              1263.48   Oct 2014  41-54,99 1291.4927
## 823 1.463090e-05              1263.48   Oct 2014  41-54,99 1291.4927
## 824 1.374911e-05              1304.19   Apr 2014  55-69,99 1277.0346
## 825 1.374911e-05              1304.19   Apr 2014  55-69,99 1277.0346
## 826 1.360260e-05              1312.10   Feb 2015  41-54,99 1285.4708
## 827 1.360260e-05              1312.10   Feb 2015  41-54,99 1285.4708
## 828 1.349285e-05              1320.92   Jan 2016  30-40,99 1294.8804
## 829 1.324008e-05              1369.75   Apr 2016  55-69,99 1343.9555
## 830 1.214319e-05              1007.88   Jan 2006  55-69,99  983.6775
## 831 1.154153e-05              1353.08   Dec 2015  30-40,99 1329.3247
## 832 1.154153e-05              1353.08   Dec 2015  30-40,99 1329.3247
## 833 1.134253e-05              1260.34   Sep 2014  30-40,99 1285.0046
## 834 1.134253e-05              1260.34   Sep 2014  30-40,99 1285.0046
## 835 1.083333e-05              1263.26   Jul 2008 70-249,99 1239.4699
## 836 1.075209e-05              1482.11   Apr 2014 70-249,99 1458.0959
## 837 1.075209e-05              1482.11   Apr 2014 70-249,99 1458.0959
## 838 1.015922e-05              1417.02   Feb 2014 70-249,99 1440.3626
## 839 1.015922e-05              1417.02   Feb 2014 70-249,99 1440.3626
## 840 9.682603e-06              1283.76   Mar 2014  30-40,99 1260.9715
## 841 9.682603e-06              1283.76   Mar 2014  30-40,99 1260.9715
## 842 8.949740e-06              1349.73   Nov 2015  10-29,99 1328.8113
## 843 8.949740e-06              1349.73   Nov 2015  10-29,99 1328.8113
## 844 8.778823e-06              1280.87   Jul 2014  55-69,99 1259.1711
## 845 8.778823e-06              1280.87   Jul 2014  55-69,99 1259.1711
## 846 7.805704e-06              1318.55   Aug 2014  41-54,99 1298.0891
## 847 7.805704e-06              1318.55   Aug 2014  41-54,99 1298.0891
## 848 7.333996e-06              1274.37   Feb 2015  10-29,99 1293.9231
## 849 7.333996e-06              1274.37   Feb 2015  10-29,99 1293.9231
## 850 7.011378e-06              1251.99   Nov 2014  30-40,99 1270.7880
## 851 7.011378e-06              1251.99   Nov 2014  30-40,99 1270.7880
## 852 6.620679e-06              1246.26   May 2014  41-54,99 1265.1039
## 853 6.620679e-06              1246.26   May 2014  41-54,99 1265.1039
## 854 6.571384e-06              1268.70   Nov 2014  41-54,99 1286.8986
## 855 6.571384e-06              1268.70   Nov 2014  41-54,99 1286.8986
## 856 6.020792e-06              1300.17   May 2015  30-40,99 1282.4537
## 857 6.020792e-06              1300.17   May 2015  30-40,99 1282.4537
## 858 5.275378e-06              1323.60   May 2015  10-29,99 1307.0166
## 859 5.275378e-06              1323.60   May 2015  10-29,99 1307.0166
## 860 4.852073e-06              1238.00   Jun 2014  30-40,99 1254.1318
## 861 4.852073e-06              1238.00   Jun 2014  30-40,99 1254.1318
## 862 4.833719e-06              1243.20   Feb 2014  55-69,99 1259.3013
## 863 4.833719e-06              1243.20   Feb 2014  55-69,99 1259.3013
## 864 4.818695e-06              1101.69   Nov 2008  41-54,99 1086.1360
## 865 4.702162e-06              1262.95   Dec 2013  41-54,99 1278.5145
## 866 4.540306e-06              1212.55   Mar 2006 70-249,99 1197.7509
## 867 2.823034e-06              1467.54   Oct 2014 70-249,99 1479.8449
## 868 2.823034e-06              1467.54   Oct 2014 70-249,99 1479.8449
## 869 2.573984e-06              1293.03   Nov 2015  30-40,99 1304.2484
## 870 2.573984e-06              1293.03   Nov 2015  30-40,99 1304.2484
## 871 2.513624e-06              1239.75   Jan 2014  55-69,99 1251.3610
## 872 2.513624e-06              1239.75   Jan 2014  55-69,99 1251.3610
## 873 2.145563e-06              1271.19   Feb 2014  10-29,99 1260.4627
## 874 2.145563e-06              1271.19   Feb 2014  10-29,99 1260.4627
## 875 1.743499e-06              1315.05   Aug 2014  55-69,99 1305.3799
## 876 1.743499e-06              1315.05   Aug 2014  55-69,99 1305.3799
## 877 1.376906e-06              1290.19   Oct 2014  55-69,99 1298.7835
## 878 1.376906e-06              1290.19   Oct 2014  55-69,99 1298.7835
## 879 1.330272e-06              1285.98   Jun 2014  55-69,99 1277.5333
## 880 1.330272e-06              1285.98   Jun 2014  55-69,99 1277.5333
## 881 1.067149e-06              1466.16   Jun 2014 70-249,99 1458.5946
## 882 1.067149e-06              1466.16   Jun 2014 70-249,99 1458.5946
## 883 8.201719e-07              1435.29   Nov 2013 70-249,99 1441.7904
## 884 7.906853e-07              1243.71   Nov 2013  30-40,99 1237.3276
## 885 2.694754e-07              1270.81   Nov 2008 70-249,99 1274.4882
## 886 1.222186e-07              1249.32   Jul 2014  41-54,99 1251.8803
## 887 1.222186e-07              1249.32   Jul 2014  41-54,99 1251.8803
## 888 7.430955e-08              1010.27   Sep 2005  10-29,99 1008.4236
## 889 4.987567e-08              1287.17   Mar 2014  10-29,99 1285.5345
## 890 4.987567e-08              1287.17   Mar 2014  10-29,99 1285.5345
##      .se.fit      .resid       .hat   .sigma   .std.resid
## 1   34.24826  682.006966 0.01950485 244.2558  2.808658508
## 2   33.20911 -671.530430 0.01833919 244.2911 -2.763871343
## 3   34.24826  630.251220 0.01950485 244.4184  2.595516675
## 4   34.24826  593.461632 0.01950485 244.5261  2.444008854
## 5   34.24826  585.489887 0.01950485 244.5485  2.411179409
## 6   34.24826  580.449269 0.01950485 244.5626  2.390421007
## 7   34.24826  578.770299 0.01950485 244.5673  2.383506630
## 8   34.24826  576.516832 0.01950485 244.5735  2.374226346
## 9   34.24826  574.970869 0.01950485 244.5777  2.367859720
## 10  34.24826  572.281487 0.01950485 244.5851  2.356784239
## 11  34.24826  564.658566 0.01950485 244.6058  2.325391329
## 12  34.24826  563.953220 0.01950485 244.6077  2.322486558
## 13  34.97367  548.088463 0.02033987 244.6493  2.258113653
## 14  34.24826  547.678299 0.01950485 244.6510  2.255462761
## 15  35.48767  523.209176 0.02094212 244.7127  2.156274380
## 16  35.02663  527.693989 0.02040151 244.7017  2.174157227
## 17  34.24826  535.289754 0.01950485 244.6831  2.204443937
## 18  35.48767  506.682540 0.02094212 244.7534  2.088164028
## 19  33.20911 -540.835363 0.01833919 244.6696 -2.225959235
## 20  35.48767  491.216255 0.02094212 244.7903  2.024423640
## 21  34.24826  503.643936 0.01950485 244.7616  2.074119321
## 22  34.24826  500.372736 0.01950485 244.7695  2.060647782
## 23  34.97367  485.240863 0.02033987 244.8046  1.999182781
## 24  32.90837 -509.982994 0.01800854 244.7472 -2.098624278
## 25  34.24826  488.010602 0.01950485 244.7987  2.009737729
## 26  34.24826  486.240432 0.01950485 244.8028  2.002447769
## 27  34.24826  479.991760 0.01950485 244.8172  1.976714326
## 28  32.90837 -494.911406 0.01800854 244.7833 -2.036603385
## 29  32.90837 -494.010727 0.01800854 244.7855 -2.032897014
## 30  35.48767  454.738558 0.02094212 244.8729  1.874090033
## 31  34.24826  471.670566 0.01950485 244.8361  1.942445772
## 32  34.24826  469.753487 0.01950485 244.8404  1.934550810
## 33  34.24826  468.512869 0.01950485 244.8432  1.929441665
## 34  34.24826  468.269136 0.01950485 244.8438  1.928437916
## 35  33.20911 -482.346926 0.01833919 244.8124 -1.985233711
## 36  32.90837 -486.784327 0.01800854 244.8024 -2.003159751
## 37  34.24826  465.444554 0.01950485 244.8501  1.916805651
## 38  34.24826  464.725499 0.01950485 244.8517  1.913844421
## 39  33.92713 -468.785038 0.01914079 244.8428 -1.930204211
## 40  34.97367  454.011385 0.02033987 244.8747  1.870517945
## 41  34.24826  461.735611 0.01950485 244.8583  1.901531390
## 42  34.24826  461.479760 0.01950485 244.8588  1.900477735
## 43  35.48767  442.564844 0.02094212 244.8990  1.823919147
## 44  32.90837 -478.604461 0.01800854 244.8212 -1.969498890
## 45  32.75955 -480.341425 0.01784602 244.8173 -1.976483101
## 46  33.65767  465.167868 0.01883796 244.8510  1.915015049
## 47  33.20911 -471.309230 0.01833919 244.8376 -1.939804983
## 48  34.24826  452.808426 0.01950485 244.8778  1.864767228
## 49  33.20911 -467.292442 0.01833919 244.8466 -1.923272768
## 50  32.90837 -467.935794 0.01800854 244.8453 -1.925596401
## 51  34.24826  446.743354 0.01950485 244.8908  1.839789891
## 52  34.97367  432.978730 0.02033987 244.9193  1.783863823
## 53  32.90837 -458.539661 0.01800854 244.8661 -1.886930497
## 54  34.24826  439.482602 0.01950485 244.9062  1.809888479
## 55  34.24826  435.790026 0.01950485 244.9139  1.794681619
## 56  34.24826  435.607802 0.01950485 244.9143  1.793931179
## 57  34.83039  427.315031 0.02017356 244.9310  1.760380076
## 58  34.97367  423.677263 0.02033987 244.9384  1.745541964
## 59  32.90837 -448.580994 0.01800854 244.8876 -1.845949719
## 60  34.24826  424.218411 0.01950485 244.9376  1.747027098
## 61  32.90837 -441.101539 0.01800854 244.9035 -1.815171114
## 62  34.97367  413.832063 0.02033987 244.9581  1.704979934
## 63  34.97367  413.500185 0.02033987 244.9587  1.703612600
## 64  33.92713 -426.458752 0.01914079 244.9332 -1.755927371
## 65  34.24826  418.228293 0.01950485 244.9497  1.722358440
## 66  32.75955 -437.953692 0.01784602 244.9101 -1.802068332
## 67  34.97367  407.905930 0.02033987 244.9697  1.680564382
## 68  32.75955 -434.681158 0.01784602 244.9169 -1.788602688
## 69  32.90837 -431.390748 0.01800854 244.9237 -1.775210366
## 70  33.65767  421.270247 0.01883796 244.9439  1.734296193
## 71  34.97367  402.643785 0.02033987 244.9799  1.658884447
## 72  34.83039  403.782222 0.02017356 244.9778  1.663433596
## 73  33.69217 -415.985469 0.01887660 244.9544 -1.712573407
## 74  34.97367  399.830730 0.02033987 244.9853  1.647294717
## 75  34.24826  407.280336 0.01950485 244.9713  1.677272282
## 76  34.24826  404.218420 0.01950485 244.9772  1.664662624
## 77  34.24826  403.368678 0.01950485 244.9788  1.661163194
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## 295 33.69270  253.123497 0.01887719 245.2143  1.042086157
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## 308 33.69270  240.462051 0.01887719 245.2292  0.989960150
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## 343 34.97367  215.802324 0.02033987 245.2558  0.889101316
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## 409 35.02663  187.808426 0.02040151 245.2828  0.773791354
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## 415 35.82572 -179.527245 0.02134301 245.2900 -0.740027687
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## 418 35.38578  181.288231 0.02082204 245.2885  0.747087806
## 419 35.02663  182.407583 0.02040151 245.2875  0.751539288
## 420 35.02663  181.452635 0.02040151 245.2884  0.747604796
## 421 35.02663  181.354110 0.02040151 245.2885  0.747198865
## 422 34.29251  184.968857 0.01955529 245.2854  0.761763064
## 423 33.65767  188.227371 0.01883796 245.2825  0.774899286
## 424 34.29251  183.957753 0.01955529 245.2863  0.757599005
## 425 34.29251  183.947866 0.01955529 245.2863  0.757558284
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## 427 32.75955 -191.893431 0.01784602 245.2793 -0.789592785
## 428 34.97367  178.250191 0.02033987 245.2911  0.734387267
## 429 34.97367  178.103167 0.02033987 245.2912  0.733781532
## 430 33.69270  184.828578 0.01887719 245.2855  0.760922259
## 431 33.69270  184.828578 0.01887719 245.2855  0.760922259
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## 441 35.82572 -169.588536 0.02134301 245.2982 -0.699059420
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## 445 34.24493  176.799205 0.01950106 245.2924  0.728097594
## 446 34.24493  176.799205 0.01950106 245.2924  0.728097594
## 447 33.69270  179.173630 0.01887719 245.2905  0.737641357
## 448 33.69270  179.173630 0.01887719 245.2905  0.737641357
## 449 33.69270  179.056963 0.01887719 245.2906  0.737161051
## 450 33.69270  179.056963 0.01887719 245.2906  0.737161051
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## 453 33.20911 -181.182569 0.01833919 245.2888 -0.745707549
## 454 33.65767  178.412662 0.01883796 245.2911  0.734493838
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## 459 35.02663  167.918783 0.02040151 245.2997  0.691843840
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## 463 35.02663  163.488910 0.02040151 245.3032  0.673592278
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## 471 32.76469 -172.301477 0.01785163 245.2963 -0.708978888
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## 479 35.02663  154.551301 0.02040151 245.3099  0.636768346
## 480 35.02663  153.486559 0.02040151 245.3107  0.632381491
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## 482 33.69270  158.395230 0.01887719 245.3072  0.652098595
## 483 33.69270  158.395230 0.01887719 245.3072  0.652098595
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## 485 35.02663  148.834826 0.02040151 245.3141  0.613215838
## 486 33.23447  156.518615 0.01836721 245.3086  0.644205341
## 487 33.23447  156.518615 0.01836721 245.3086  0.644205341
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## 490 32.92373 -157.161717 0.01802535 245.3081 -0.646739641
## 491 35.02663  146.617435 0.02040151 245.3156  0.604079944
## 492 35.02663  146.513492 0.02040151 245.3157  0.603651690
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## 499 32.76469 -155.723744 0.01785163 245.3092 -0.640765526
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## 501 33.23447  152.115015 0.01836721 245.3118  0.626080835
## 502 33.23447  152.115015 0.01836721 245.3118  0.626080835
## 503 35.02663  143.985989 0.02040151 245.3175  0.593238098
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## 505 34.97367  144.083918 0.02033987 245.3174  0.593622898
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## 509 34.29251  145.939341 0.01955529 245.3162  0.601026582
## 510 35.02663  140.225577 0.02040151 245.3200  0.577744788
## 511 35.02663  137.595444 0.02040151 245.3218  0.566908349
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## 517 33.69270  141.614963 0.01887719 245.3192  0.583015780
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## 520 33.23447 -142.156072 0.01836721 245.3188 -0.585091434
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## 527 35.82572 -129.579384 0.02134301 245.3268 -0.534138048
## 528 33.65767  138.170523 0.01883796 245.3215  0.568823963
## 529 35.02663  132.468292 0.02040151 245.3251  0.545783922
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## 534 34.97367  128.042191 0.02033987 245.3278  0.527531298
## 535 33.65767  132.991201 0.01883796 245.3248  0.547501600
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## 541 32.92373 -133.894166 0.01802535 245.3243 -0.550990828
## 542 34.29251  127.958147 0.01955529 245.3279  0.526974065
## 543 34.74736  125.428774 0.02007748 245.3294  0.516694885
## 544 34.74736  125.428774 0.02007748 245.3294  0.516694885
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## 546 34.30813  125.628314 0.01957311 245.3293  0.517383743
## 547 36.27263  118.172971 0.02187882 245.3336  0.487253174
## 548 33.65767  127.653505 0.01883796 245.3281  0.525527233
## 549 34.74736  122.993837 0.02007748 245.3309  0.506664334
## 550 34.74736  122.993837 0.02007748 245.3309  0.506664334
## 551 34.29251  124.556532 0.01955529 245.3299  0.512965087
## 552 34.29251  123.806723 0.01955529 245.3304  0.509877125
## 553 35.82572 -118.240839 0.02134301 245.3335 -0.487399529
## 554 34.29251  123.295875 0.01955529 245.3307  0.507773281
## 555 34.30813  123.213139 0.01957311 245.3307  0.507437161
## 556 34.29251  122.776457 0.01955529 245.3310  0.505634145
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## 559 34.29251  121.225614 0.01955529 245.3319  0.499247261
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## 561 33.23447  124.677528 0.01836721 245.3299  0.513152567
## 562 32.76469 -126.172395 0.01785163 245.3290 -0.519168878
## 563 33.65767  122.239062 0.01883796 245.3313  0.503236916
## 564 34.29251  119.634541 0.01955529 245.3328  0.492694697
## 565 33.69270  121.665118 0.01887719 245.3317  0.500884100
## 566 33.69270  121.665118 0.01887719 245.3317  0.500884100
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## 572 32.76469 -123.693477 0.01785163 245.3305 -0.508968729
## 573 34.29251  117.505390 0.01955529 245.3340  0.483926146
## 574 34.74736  115.042488 0.02007748 245.3354  0.473909322
## 575 34.74736  115.042488 0.02007748 245.3354  0.473909322
## 576 32.92373 -121.419850 0.01802535 245.3318 -0.499657498
## 577 33.65767  118.119329 0.01883796 245.3337  0.486276691
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## 579 32.92373 -120.094175 0.01802535 245.3326 -0.494202181
## 580 32.92373 -119.880826 0.01802535 245.3327 -0.493324227
## 581 35.02663  112.306910 0.02040151 245.3368  0.462716813
## 582 33.67073 -116.858585 0.01885258 245.3344 -0.481090014
## 583 32.75955 -118.632231 0.01784602 245.3334 -0.488141534
## 584 33.69270  114.614978 0.01887719 245.3356  0.471859325
## 585 33.69270  114.614978 0.01887719 245.3356  0.471859325
## 586 34.29251  111.496799 0.01955529 245.3373  0.459180776
## 587 35.02663  109.004959 0.02040151 245.3386  0.449112411
## 588 32.76469 -116.804010 0.01785163 245.3345 -0.480620241
## 589 32.92373 -115.964293 0.01802535 245.3349 -0.477207215
## 590 35.02663  108.414116 0.02040151 245.3389  0.446678074
## 591 34.29251  110.693081 0.01955529 245.3377  0.455870798
## 592 32.92373 -115.402826 0.01802535 245.3352 -0.474896711
## 593 34.29251  110.433087 0.01955529 245.3379  0.454800056
## 594 34.97367  108.107509 0.02033987 245.3390  0.445400803
## 595 33.20911 -114.044030 0.01833919 245.3360 -0.469380108
## 596 35.02663  107.247177 0.02040151 245.3395  0.441870155
## 597 32.92373  114.317959 0.01802535 245.3358  0.470432347
## 598 32.92373 -113.662832 0.01802535 245.3362 -0.467736423
## 599 33.69270  110.799906 0.01887719 245.3377  0.456153022
## 600 33.69270  110.799906 0.01887719 245.3377  0.456153022
## 601 33.69270  110.798312 0.01887719 245.3377  0.456146460
## 602 33.69270  110.798312 0.01887719 245.3377  0.456146460
## 603 32.92373 -110.371632 0.01802535 245.3379 -0.454192734
## 604 33.23447 -107.982585 0.01836721 245.3392 -0.444438878
## 605 33.23447 -107.982585 0.01836721 245.3392 -0.444438878
## 606 34.29251  104.107608 0.01955529 245.3411  0.428749638
## 607 32.75955 -108.854646 0.01784602 245.3387 -0.447909252
## 608 34.30813 -103.624495 0.01957311 245.3413 -0.426763898
## 609 34.97367  101.477376 0.02033987 245.3424  0.418084785
## 610 33.69270  105.265688 0.01887719 245.3405  0.433369155
## 611 33.69270  105.265688 0.01887719 245.3405  0.433369155
## 612 34.29251  100.953066 0.01955529 245.3426  0.415758187
## 613 32.92373 -105.210954 0.01802535 245.3406 -0.432955911
## 614 34.29251  100.644532 0.01955529 245.3428  0.414487545
## 615 33.23447 -102.137406 0.01836721 245.3421 -0.420381066
## 616 33.23447 -102.137406 0.01836721 245.3421 -0.420381066
## 617 32.92373 -102.573317 0.01802535 245.3419 -0.422101714
## 618 33.69270  100.066578 0.01887719 245.3431  0.411964900
## 619 33.69270  100.066578 0.01887719 245.3431  0.411964900
## 620 34.29251   97.197881 0.01955529 245.3444  0.400293091
## 621 34.29251   96.816687 0.01955529 245.3446  0.398723208
## 622 35.82572  -92.294584 0.02134301 245.3466 -0.380446700
## 623 35.02663   93.914368 0.02040151 245.3459  0.386937517
## 624 33.65767   97.449905 0.01883796 245.3443  0.401184275
## 625 35.82572  -90.881336 0.02134301 245.3472 -0.374621159
## 626 33.65767   96.686529 0.01883796 245.3447  0.398041589
## 627 34.29251   94.785257 0.01955529 245.3455  0.390357106
## 628 33.69270   94.418297 0.01887719 245.3457  0.388711444
## 629 33.69270   94.418297 0.01887719 245.3457  0.388711444
## 630 33.69270   94.117118 0.01887719 245.3458  0.387471518
## 631 33.69270   94.117118 0.01887719 245.3458  0.387471518
## 632 34.97367   90.410976 0.02033987 245.3474  0.372491435
## 633 33.23447   94.996870 0.01836721 245.3454  0.390991774
## 634 33.23447   94.996870 0.01836721 245.3454  0.390991774
## 635 33.69270   93.554845 0.01887719 245.3461  0.385156693
## 636 33.69270   93.554845 0.01887719 245.3461  0.385156693
## 637 35.02663   88.796235 0.02040151 245.3481  0.365850245
## 638 34.29251   89.816008 0.01955529 245.3477  0.369892092
## 639 32.92373  -93.514554 0.01802535 245.3461 -0.384823798
## 640 35.38578   86.529691 0.02082204 245.3491  0.356588384
## 641 33.88453  -89.573841 0.01909276 245.3478 -0.368807784
## 642 35.02663   86.164101 0.02040151 245.3492  0.355005567
## 643 33.23447  -90.250415 0.01836721 245.3475 -0.371456131
## 644 33.23447  -90.250415 0.01836721 245.3475 -0.371456131
## 645 34.29251   86.978723 0.01955529 245.3489  0.358207214
## 646 33.20911  -89.429102 0.01833919 245.3479 -0.368070489
## 647 36.27263   81.555893 0.02187882 245.3510  0.336272899
## 648 35.82572  -82.477918 0.02134301 245.3507 -0.339981504
## 649 33.20911  -89.158260 0.01833919 245.3480 -0.366955760
## 650 35.02663   84.135183 0.02040151 245.3500  0.346646200
## 651 34.29251   85.789214 0.01955529 245.3494  0.353308420
## 652 32.92373  -89.143450 0.01802535 245.3480 -0.366836174
## 653 32.92373  -88.972154 0.01802535 245.3481 -0.366131268
## 654 32.92373  -88.110693 0.01802535 245.3485 -0.362586252
## 655 34.29251   83.634266 0.01955529 245.3503  0.344433628
## 656 33.23447   85.527009 0.01836721 245.3495  0.352015357
## 657 33.23447   85.527009 0.01836721 245.3495  0.352015357
## 658 33.69270   84.079288 0.01887719 245.3501  0.346146695
## 659 33.69270   84.079288 0.01887719 245.3501  0.346146695
## 660 34.97367   80.380457 0.02033987 245.3515  0.331165897
## 661 33.69270   82.889421 0.01887719 245.3506  0.341248123
## 662 33.69270   82.889421 0.01887719 245.3506  0.341248123
## 663 33.67073  -82.289933 0.01885258 245.3508 -0.338775839
## 664 32.76469  -84.205210 0.01785163 245.3501 -0.346484066
## 665 32.92373  -83.670841 0.01802535 245.3503 -0.344315721
## 666 32.92373  -82.835508 0.01802535 245.3506 -0.340878222
## 667 33.23447   81.718728 0.01836721 245.3510  0.336341085
## 668 33.23447   81.718728 0.01836721 245.3510  0.336341085
## 669 33.69270   80.074697 0.01887719 245.3517  0.329660162
## 670 33.69270   80.074697 0.01887719 245.3517  0.329660162
## 671 32.75955  -82.076113 0.01784602 245.3509 -0.337722381
## 672 34.29251   78.044414 0.01955529 245.3524  0.321412766
## 673 35.82572  -74.545784 0.02134301 245.3537 -0.307284526
## 674 34.29251   77.916147 0.01955529 245.3525  0.320884522
## 675 33.69270   78.944851 0.01887719 245.3521  0.325008691
## 676 33.69270   78.944851 0.01887719 245.3521  0.325008691
## 677 33.23447  -78.306051 0.01836721 245.3523 -0.322295060
## 678 33.23447  -78.306051 0.01836721 245.3523 -0.322295060
## 679 33.69270   75.658445 0.01887719 245.3533  0.311478860
## 680 33.69270   75.658445 0.01887719 245.3533  0.311478860
## 681 33.88453  -75.128173 0.01909276 245.3535 -0.309329764
## 682 33.88453  -74.669016 0.01909276 245.3536 -0.307439248
## 683 34.29251   73.513199 0.01955529 245.3540  0.302751721
## 684 33.69270   74.327772 0.01887719 245.3538  0.306000603
## 685 33.69270   74.327772 0.01887719 245.3538  0.306000603
## 686 34.74736   71.570965 0.02007748 245.3547  0.294831483
## 687 34.74736   71.570965 0.02007748 245.3547  0.294831483
## 688 33.69270   73.766888 0.01887719 245.3540  0.303691493
## 689 33.69270   73.766888 0.01887719 245.3540  0.303691493
## 690 33.69270   72.996439 0.01887719 245.3542  0.300519626
## 691 33.69270   72.996439 0.01887719 245.3542  0.300519626
## 692 33.69270   72.984354 0.01887719 245.3542  0.300469875
## 693 33.69270   72.984354 0.01887719 245.3542  0.300469875
## 694 33.69270   70.197097 0.01887719 245.3552  0.288994991
## 695 33.69270   70.197097 0.01887719 245.3552  0.288994991
## 696 33.65767   69.927980 0.01883796 245.3553  0.287881309
## 697 36.27263  -63.735568 0.02187882 245.3572 -0.262795776
## 698 33.69270   67.956045 0.01887719 245.3559  0.279768788
## 699 33.69270   67.956045 0.01887719 245.3559  0.279768788
## 700 34.74736   65.570122 0.02007748 245.3567  0.270111440
## 701 34.74736   65.570122 0.02007748 245.3567  0.270111440
## 702 33.23447  -68.626185 0.01836721 245.3557 -0.282454293
## 703 33.23447  -68.626185 0.01836721 245.3557 -0.282454293
## 704 34.29251   66.268990 0.01955529 245.3565  0.272917667
## 705 34.29251   64.464799 0.01955529 245.3570  0.265487410
## 706 32.92373  -66.895626 0.01802535 245.3563 -0.275283664
## 707 32.76469  -67.020262 0.01785163 245.3562 -0.275772162
## 708 32.75955  -66.403579 0.01784602 245.3564 -0.273233883
## 709 33.23447  -65.248463 0.01836721 245.3568 -0.268552137
## 710 33.23447  -65.248463 0.01836721 245.3568 -0.268552137
## 711 33.23447   65.057852 0.01836721 245.3569  0.267767611
## 712 33.23447   65.057852 0.01836721 245.3569  0.267767611
## 713 34.24493   62.909093 0.01950106 245.3575  0.259073331
## 714 34.24493   62.909093 0.01950106 245.3575  0.259073331
## 715 34.29251   62.595881 0.01955529 245.3576  0.257790585
## 716 34.30813   61.684600 0.01957311 245.3579  0.254039938
## 717 33.69270   62.241106 0.01887719 245.3577  0.256240908
## 718 33.69270   62.241106 0.01887719 245.3577  0.256240908
## 719 32.92373  -63.593093 0.01802535 245.3573 -0.261693337
## 720 33.88453   61.713350 0.01909276 245.3579  0.254096104
## 721 33.23447  -62.529530 0.01836721 245.3576 -0.257361447
## 722 33.23447  -62.529530 0.01836721 245.3576 -0.257361447
## 723 33.23447   62.275661 0.01836721 245.3577  0.256316562
## 724 33.23447   62.275661 0.01836721 245.3577  0.256316562
## 725 33.69270   61.014584 0.01887719 245.3581  0.251191432
## 726 33.69270   61.014584 0.01887719 245.3581  0.251191432
## 727 34.29251   59.602953 0.01955529 245.3585  0.245464718
## 728 34.29251   56.446990 0.01955529 245.3593  0.232467415
## 729 34.24493   56.274268 0.01950106 245.3594  0.231749678
## 730 34.24493   56.274268 0.01950106 245.3594  0.231749678
## 731 34.30813  -56.144607 0.01957311 245.3594 -0.231224205
## 732 35.02663   54.292768 0.02040151 245.3599  0.223692171
## 733 33.69270   56.225821 0.01887719 245.3594  0.231476534
## 734 33.69270   56.225821 0.01887719 245.3594  0.231476534
## 735 34.24493   55.090553 0.01950106 245.3597  0.226874885
## 736 34.24493   55.090553 0.01950106 245.3597  0.226874885
## 737 34.30813   54.116853 0.01957311 245.3599  0.222873167
## 738 32.75955  -56.401964 0.01784602 245.3594 -0.232079774
## 739 33.23447  -55.332415 0.01836721 245.3596 -0.227739282
## 740 33.23447  -55.332415 0.01836721 245.3596 -0.227739282
## 741 36.27263   50.058989 0.02187882 245.3609  0.206404231
## 742 33.23447   54.235282 0.01836721 245.3599  0.223223661
## 743 33.23447   54.235282 0.01836721 245.3599  0.223223661
## 744 33.23447  -53.675215 0.01836721 245.3601 -0.220918515
## 745 33.23447  -53.675215 0.01836721 245.3601 -0.220918515
## 746 33.69270   52.834972 0.01887719 245.3603  0.217516722
## 747 33.69270   52.834972 0.01887719 245.3603  0.217516722
## 748 33.69270   52.823518 0.01887719 245.3603  0.217469564
## 749 33.69270   52.823518 0.01887719 245.3603  0.217469564
## 750 34.29251   51.747075 0.01955529 245.3605  0.213111606
## 751 33.69270   52.080039 0.01887719 245.3605  0.214408731
## 752 33.69270   52.080039 0.01887719 245.3605  0.214408731
## 753 33.69270   51.997154 0.01887719 245.3605  0.214067502
## 754 33.69270   51.997154 0.01887719 245.3605  0.214067502
## 755 33.69270   51.766984 0.01887719 245.3605  0.213119914
## 756 33.69270   51.766984 0.01887719 245.3605  0.213119914
## 757 33.23447  -51.446057 0.01836721 245.3606 -0.211743663
## 758 33.23447  -51.446057 0.01836721 245.3606 -0.211743663
## 759 33.20911  -49.567993 0.01833919 245.3611 -0.204010942
## 760 33.69270   45.897506 0.01887719 245.3619  0.188955810
## 761 33.69270   45.897506 0.01887719 245.3619  0.188955810
## 762 34.74736   43.914679 0.02007748 245.3623  0.180903388
## 763 34.74736   43.914679 0.02007748 245.3623  0.180903388
## 764 35.82572  -42.420718 0.02134301 245.3626 -0.174862070
## 765 33.23447  -44.912063 0.01836721 245.3621 -0.184850799
## 766 33.23447  -44.912063 0.01836721 245.3621 -0.184850799
## 767 34.74736   42.762376 0.02007748 245.3626  0.176156556
## 768 34.74736   42.762376 0.02007748 245.3626  0.176156556
## 769 34.24493  -42.017193 0.01950106 245.3627 -0.173035944
## 770 34.24493  -42.017193 0.01950106 245.3627 -0.173035944
## 771 34.97367  -40.068891 0.02033987 245.3631 -0.165083041
## 772 34.97367   39.973300 0.02033987 245.3631  0.164689207
## 773 32.92373  -42.406975 0.01802535 245.3626 -0.174509875
## 774 33.69270   41.342163 0.01887719 245.3629  0.170201884
## 775 33.69270   41.342163 0.01887719 245.3629  0.170201884
## 776 33.69270   40.286312 0.01887719 245.3631  0.165855040
## 777 33.69270   40.286312 0.01887719 245.3631  0.165855040
## 778 34.30813   39.437696 0.01957311 245.3632  0.162418982
## 779 33.69270   39.013512 0.01887719 245.3633  0.160615040
## 780 33.69270   39.013512 0.01887719 245.3633  0.160615040
## 781 33.23447  -39.430148 0.01836721 245.3632 -0.162288121
## 782 33.23447  -39.430148 0.01836721 245.3632 -0.162288121
## 783 33.65767   38.825180 0.01883796 245.3633  0.159836501
## 784 33.69270   37.009645 0.01887719 245.3637  0.152365305
## 785 33.69270   37.009645 0.01887719 245.3637  0.152365305
## 786 33.23447  -37.053263 0.01836721 245.3637 -0.152505248
## 787 33.23447  -37.053263 0.01836721 245.3637 -0.152505248
## 788 33.23447  -36.592339 0.01836721 245.3637 -0.150608157
## 789 33.23447  -36.592339 0.01836721 245.3637 -0.150608157
## 790 36.27263  -32.971854 0.02187882 245.3643 -0.135950210
## 791 34.24493  -34.324272 0.01950106 245.3641 -0.141354820
## 792 34.24493  -34.324272 0.01950106 245.3641 -0.141354820
## 793 32.92373  -35.502250 0.01802535 245.3639 -0.146096092
## 794 33.23447  -34.594724 0.01836721 245.3641 -0.142386297
## 795 33.23447  -34.594724 0.01836721 245.3641 -0.142386297
## 796 34.97367   32.670842 0.02033987 245.3644  0.134603225
## 797 35.02663   32.613983 0.02040151 245.3644  0.134373194
## 798 35.82572  -30.371106 0.02134301 245.3647 -0.125192470
## 799 33.69270   32.279772 0.01887719 245.3644  0.132892854
## 800 33.69270   32.279772 0.01887719 245.3644  0.132892854
## 801 34.29251   30.597341 0.01955529 245.3647  0.126009994
## 802 33.69270   31.160488 0.01887719 245.3646  0.128284862
## 803 33.69270   31.160488 0.01887719 245.3646  0.128284862
## 804 35.02663   29.673835 0.02040151 245.3648  0.122259460
## 805 33.23447   30.957549 0.01836721 245.3646  0.127416270
## 806 33.23447   30.957549 0.01836721 245.3646  0.127416270
## 807 33.69270   30.437421 0.01887719 245.3647  0.125308063
## 808 33.69270   30.437421 0.01887719 245.3647  0.125308063
## 809 33.65767   30.101314 0.01883796 245.3648  0.123921862
## 810 32.92373  -30.245641 0.01802535 245.3648 -0.124464504
## 811 33.65767  -29.022286 0.01883796 245.3649 -0.119479696
## 812 33.23447   29.180203 0.01836721 245.3649  0.120101004
## 813 33.23447   29.180203 0.01836721 245.3649  0.120101004
## 814 33.23447   29.066252 0.01836721 245.3649  0.119631999
## 815 33.23447   29.066252 0.01836721 245.3649  0.119631999
## 816 36.27263  -26.394725 0.02187882 245.3653 -0.108831262
## 817 32.92373   29.065559 0.01802535 245.3649  0.119608320
## 818 33.23447  -28.329663 0.01836721 245.3650 -0.116600319
## 819 33.23447  -28.329663 0.01836721 245.3650 -0.116600319
## 820 34.24493   27.445110 0.01950106 245.3651  0.113024935
## 821 34.24493   27.445110 0.01950106 245.3651  0.113024935
## 822 33.23447  -28.012681 0.01836721 245.3651 -0.115295672
## 823 33.23447  -28.012681 0.01836721 245.3651 -0.115295672
## 824 33.23447   27.155409 0.01836721 245.3652  0.111767279
## 825 33.23447   27.155409 0.01836721 245.3652  0.111767279
## 826 33.69270   26.629154 0.01887719 245.3652  0.109629779
## 827 33.69270   26.629154 0.01887719 245.3652  0.109629779
## 828 34.29251   26.039608 0.01955529 245.3653  0.107239737
## 829 34.29251   25.794547 0.01955529 245.3653  0.106230496
## 830 34.97367   24.202457 0.02033987 245.3655  0.099713646
## 831 34.74736   23.755297 0.02007748 245.3656  0.097858252
## 832 34.74736   23.755297 0.02007748 245.3656  0.097858252
## 833 33.23447  -24.664597 0.01836721 245.3655 -0.101515496
## 834 33.23447  -24.664597 0.01836721 245.3655 -0.101515496
## 835 33.65767   23.790114 0.01883796 245.3656  0.097939752
## 836 33.23447   24.014061 0.01836721 245.3656  0.098837996
## 837 33.23447   24.014061 0.01836721 245.3656  0.098837996
## 838 33.23447  -23.342606 0.01836721 245.3656 -0.096074395
## 839 33.23447  -23.342606 0.01836721 245.3656 -0.096074395
## 840 33.23447   22.788470 0.01836721 245.3657  0.093793662
## 841 33.23447   22.788470 0.01836721 245.3657  0.093793662
## 842 34.74736   20.918662 0.02007748 245.3659  0.086172934
## 843 34.74736   20.918662 0.02007748 245.3659  0.086172934
## 844 33.23447   21.698876 0.01836721 245.3658  0.089309069
## 845 33.23447   21.698876 0.01836721 245.3658  0.089309069
## 846 33.23447   20.460919 0.01836721 245.3659  0.084213836
## 847 33.23447   20.460919 0.01836721 245.3659  0.084213836
## 848 33.69270  -19.553149 0.01887719 245.3660 -0.080498516
## 849 33.69270  -19.553149 0.01887719 245.3660 -0.080498516
## 850 34.24493  -18.797986 0.01950106 245.3661 -0.077414197
## 851 34.24493  -18.797986 0.01950106 245.3661 -0.077414197
## 852 33.23447  -18.843881 0.01836721 245.3661 -0.077558372
## 853 33.23447  -18.843881 0.01836721 245.3661 -0.077558372
## 854 34.24493  -18.198604 0.01950106 245.3661 -0.074945811
## 855 34.24493  -18.198604 0.01950106 245.3661 -0.074945811
## 856 33.69270   17.716306 0.01887719 245.3662  0.072936401
## 857 33.69270   17.716306 0.01887719 245.3662  0.072936401
## 858 33.69270   16.583384 0.01887719 245.3663  0.068272268
## 859 33.69270   16.583384 0.01887719 245.3663  0.068272268
## 860 33.23447  -16.131797 0.01836721 245.3663 -0.066395870
## 861 33.23447  -16.131797 0.01836721 245.3663 -0.066395870
## 862 33.23447  -16.101257 0.01836721 245.3663 -0.066270175
## 863 33.23447  -16.101257 0.01836721 245.3663 -0.066270175
## 864 34.30813   15.553982 0.01957311 245.3664  0.064057035
## 865 33.88453  -15.564459 0.01909276 245.3664 -0.064084486
## 866 34.97367   14.799109 0.02033987 245.3664  0.060972037
## 867 33.23447  -12.304872 0.01836721 245.3666 -0.050644867
## 868 33.23447  -12.304872 0.01836721 245.3666 -0.050644867
## 869 34.74736  -11.218417 0.02007748 245.3666 -0.046213469
## 870 34.74736  -11.218417 0.02007748 245.3666 -0.046213469
## 871 33.23447  -11.610991 0.01836721 245.3666 -0.047788963
## 872 33.23447  -11.610991 0.01836721 245.3666 -0.047788963
## 873 33.23447   10.727282 0.01836721 245.3667  0.044151760
## 874 33.23447   10.727282 0.01836721 245.3667  0.044151760
## 875 33.23447    9.670076 0.01836721 245.3667  0.039800471
## 876 33.23447    9.670076 0.01836721 245.3667  0.039800471
## 877 33.23447   -8.593524 0.01836721 245.3668 -0.035369557
## 878 33.23447   -8.593524 0.01836721 245.3668 -0.035369557
## 879 33.23447    8.446743 0.01836721 245.3668  0.034765428
## 880 33.23447    8.446743 0.01836721 245.3668  0.034765428
## 881 33.23447    7.565394 0.01836721 245.3668  0.031137941
## 882 33.23447    7.565394 0.01836721 245.3668  0.031137941
## 883 33.88453   -6.500364 0.01909276 245.3668 -0.026764342
## 884 33.88453    6.382445 0.01909276 245.3668  0.026278826
## 885 34.30813   -3.678209 0.01957311 245.3669 -0.015148222
## 886 33.23447   -2.560281 0.01836721 245.3669 -0.010537705
## 887 33.23447   -2.560281 0.01836721 245.3669 -0.010537705
## 888 35.82572    1.846361 0.02134301 245.3669  0.007610868
## 889 33.23447    1.635549 0.01836721 245.3669  0.006731654
## 890 33.23447    1.635549 0.01836721 245.3669  0.006731654

Robust lm fit to number of transactions. Play with weights: price_min, price_unit_area_mean etc..

# install.packages("MASS")
library(MASS)
## 
## Attaching package: 'MASS'
## The following object is masked from 'package:dplyr':
## 
##     select
predicted_transa_robust <- harju %>% 
  rlm(transactions ~ month + area, data = ., weights = price_min) %>% 
  augment

Add robust fit to plot:

p + geom_line(data = predicted_transa, aes(month, .fitted, group = 1), 
              color = "red",
              size = 1) + 
  geom_line(data = predicted_transa_robust, aes(month, .fitted, group = 1), 
            color = "blue",
            size = 1) +
  labs(caption = "Red line: model fit of seasonal effect to number of transactions.\nBlue line: robust model fit of seasonal effect to number of transactions, weighted for minimal price. \nSource: Estonian Land Board, transactions database.")

## Whole dataset: all counties

Plot whole dataset:

apartments %>% 
  ggplot(aes(date, transactions, group = area, color = area)) +
  geom_line() +
  facet_wrap(~ county, scales = "free_y")

apartments %>% 
  mutate(price_unit_area_mean = price_unit_area_mean / consumerindex) %>% 
  ggplot(aes(date, price_unit_area_mean, group = area, color = area)) +
  geom_line() +
  facet_wrap(~ county, scales = "free_y")
## Warning: Removed 8 rows containing missing values (geom_path).

Fit multiple models

Fit model for each county. Goodness of model fit is evaluated by its ability to predict response values. Response values can be predicted using the same data that was used to train model. In this case we are dealing with in-sample analysis, which is ok when all we want to know is model coeficients (eg. intercept and slope) to describe present data. In cases when we want to predict using some unseen future data, such models are usually overfitted, overly optimistic and don’t perform very well. To manage overfitting, we split dataset into training set for model fitting and test set for model performance assessment.

Resampling can be performed very well using base R function sample(). Let’s say we want to use approx. 70% of rows from “mtcars” table to be used in model training and leave remaining 30% for model testing. Basically, all we need to do is to generate to non-overlapping row indexes.

set.seed(123)
index <- sample(1:nrow(mtcars), floor(0.7 * nrow(mtcars)), replace = FALSE)
index
##  [1] 10 25 13 26 27  2 14 23 29 11 22 32 24 31 28 16  4  1  5 30 19  8
## ~70% data goes to training set
train <- mtcars[index, ]
## remaining ~30% will be used for testing model performance
test <- mtcars[-index, ]

Index based resampling is also implemented in tidyverse. We can use resample_partition() function from “modelr” library to perform. Here we generate data splits and move them to separate columns.

library(modelr)
## 
## Attaching package: 'modelr'
## The following object is masked from 'package:broom':
## 
##     bootstrap
## Generate data splits and move into separate columns
trans <- apartments %>%
  group_by(county) %>%
  nest %>% 
  mutate(parts = map(data, ~resample_partition(.x, c(test = 0.3, train = 0.7))),
         test = map(parts, "test"),
         train = map(parts, "train")) %>% 
  dplyr::select(-parts)

Fit model to each data split. Let’s start with number of transactions.

## Fit model
trans <- trans %>%
  mutate(mod_train = map(train, ~lm(transactions ~ month + area, data = .x)))
## Print data with new model column
trans %>% 
  dplyr::select(mod_train, everything())
## # A tibble: 15 x 5
##    mod_train             county                data           test
##       <list>              <chr>              <list>         <list>
##  1  <S3: lm>      Harju maakond <tibble [890 x 18]> <S3: resample>
##  2  <S3: lm>       Hiiu maakond <tibble [400 x 18]> <S3: resample>
##  3  <S3: lm>   Ida-Viru maakond <tibble [890 x 18]> <S3: resample>
##  4  <S3: lm>     Jõgeva maakond <tibble [798 x 18]> <S3: resample>
##  5  <S3: lm>      Järva maakond <tibble [824 x 18]> <S3: resample>
##  6  <S3: lm>      Lääne maakond <tibble [832 x 18]> <S3: resample>
##  7  <S3: lm> Lääne-Viru maakond <tibble [884 x 18]> <S3: resample>
##  8  <S3: lm>      Põlva maakond <tibble [738 x 18]> <S3: resample>
##  9  <S3: lm>      Pärnu maakond <tibble [889 x 18]> <S3: resample>
## 10  <S3: lm>      Rapla maakond <tibble [797 x 18]> <S3: resample>
## 11  <S3: lm>      Saare maakond <tibble [786 x 18]> <S3: resample>
## 12  <S3: lm>      Tartu maakond <tibble [890 x 18]> <S3: resample>
## 13  <S3: lm>      Valga maakond <tibble [847 x 18]> <S3: resample>
## 14  <S3: lm>   Viljandi maakond <tibble [875 x 18]> <S3: resample>
## 15  <S3: lm>       Võru maakond <tibble [832 x 18]> <S3: resample>
## # ... with 1 more variables: train <list>

coef() and summary() return vector and S3 object respectively. Model coeficients and summary statistics can be returned as a data frame using tidy() function from “broom” library:

## model coeficients
trans %>% 
  mutate(mod_tidy = map(mod_train, tidy)) %>% 
  dplyr::select(county, mod_tidy) %>% 
  unnest
## # A tibble: 240 x 6
##           county        term   estimate std.error  statistic      p.value
##            <chr>       <chr>      <dbl>     <dbl>      <dbl>        <dbl>
##  1 Harju maakond (Intercept)  90.720597  10.95902  8.2781703 7.956235e-16
##  2 Harju maakond    monthAug   8.425303  12.99468  0.6483655 5.169934e-01
##  3 Harju maakond    monthDec   7.407290  12.87110  0.5754980 5.651675e-01
##  4 Harju maakond    monthFeb -19.712457  13.36976 -1.4744058 1.408899e-01
##  5 Harju maakond    monthJan -34.256393  12.75323 -2.6860961 7.426733e-03
##  6 Harju maakond    monthJul -11.766739  13.05168 -0.9015499 3.676530e-01
##  7 Harju maakond    monthJun -18.997983  13.23487 -1.4354488 1.516735e-01
##  8 Harju maakond    monthMar   3.340743  13.04129  0.2561666 7.979088e-01
##  9 Harju maakond    monthMay   8.374288  12.86877  0.6507451 5.154569e-01
## 10 Harju maakond    monthNov  11.586224  12.67146  0.9143560 3.608923e-01
## # ... with 230 more rows

Pseudo out-of-sample model performance, augment() adds predictions to original data frame (.fitted). We subtract fitted values from the original values and calculate root-mean-squared deviation (rmsd). Smaller rmsd indicates better fit.

trans <- trans %>%
  mutate(mod_pred = map2(mod_train, test, ~augment(.x, newdata = .y)),
         mod_pred = map(mod_pred, ~mutate(.x, .resid = transactions - .fitted)),
         mod_rmsd = map_dbl(mod_pred, ~sqrt(mean(.x$`.resid`^2)))) 
trans %>% 
  dplyr::select(county, mod_rmsd) %>% 
  arrange(desc(mod_rmsd))
## # A tibble: 15 x 2
##                county   mod_rmsd
##                 <chr>      <dbl>
##  1      Harju maakond 66.4419493
##  2      Tartu maakond 16.5692863
##  3   Ida-Viru maakond  9.7488850
##  4      Pärnu maakond  9.2678223
##  5 Lääne-Viru maakond  4.8961802
##  6   Viljandi maakond  3.5521556
##  7      Järva maakond  3.1063724
##  8      Rapla maakond  2.9415115
##  9      Valga maakond  2.9113005
## 10      Lääne maakond  2.7434744
## 11      Saare maakond  2.5359518
## 12     Jõgeva maakond  2.4825984
## 13       Võru maakond  2.3033747
## 14      Põlva maakond  1.9872345
## 15       Hiiu maakond  0.7937306

We can see that Harju county displays worst fit and Tartu is next. These two counties show also majority of transactions.

trans_pred <- trans %>% 
  dplyr::select(county, mod_pred) %>% 
  unnest
trans_pred %>% 
  dplyr::select(.fitted, transactions, everything())
## # A tibble: 3,643 x 22
##     .fitted transactions        county       date  year month      area
##       <dbl>        <int>         <chr>     <date> <int> <chr>     <chr>
##  1 136.5889          175 Harju maakond 2005-02-01  2005   Feb  30-40,99
##  2 221.3443          257 Harju maakond 2005-02-01  2005   Feb  41-54,99
##  3 244.3975          350 Harju maakond 2005-03-01  2005   Mar  41-54,99
##  4  90.7206          101 Harju maakond 2005-04-01  2005   Apr  10-29,99
##  5 241.0568          360 Harju maakond 2005-04-01  2005   Apr  41-54,99
##  6 199.9944          329 Harju maakond 2005-04-01  2005   Apr  55-69,99
##  7 249.4311          404 Harju maakond 2005-05-01  2005   May  41-54,99
##  8 208.3687          398 Harju maakond 2005-05-01  2005   May  55-69,99
##  9 192.2756          226 Harju maakond 2005-05-01  2005   May 70-249,99
## 10 137.3034          251 Harju maakond 2005-06-01  2005   Jun  30-40,99
## # ... with 3,633 more rows, and 15 more variables: area_total <dbl>,
## #   area_mean <dbl>, price_total <int>, price_min <dbl>, price_max <dbl>,
## #   price_unit_area_min <dbl>, price_unit_area_max <dbl>,
## #   price_unit_area_median <dbl>, price_unit_area_mean <dbl>,
## #   price_unit_area_sd <dbl>, title <chr>, subtitle <chr>,
## #   consumerindex <dbl>, .se.fit <dbl>, .resid <dbl>